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01b803e
1 Parent(s): 5685067

Delete app1.py

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  1. app1.py +0 -85
app1.py DELETED
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- import joblib
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- import pandas as pd
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- import streamlit as st
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-
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- model = joblib.load('model.joblib')
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- unique_values = joblib.load('unique_values.joblib')
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-
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- unique_sex = unique_values["sex"]
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- unique_country = unique_values["country"]
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- unique_returning = unique_values["returning"]
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- unique_GImg1 = unique_values["GImg1"]
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- unique_GImg2 = unique_values["GImg2"]
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- unique_GImg3 = unique_values["GImg3"]
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- unique_PImg1 = unique_values["PImg1"]
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- unique_PImg2 = unique_values["PImg2"]
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- unique_PImg3 = unique_values["PImg3"]
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- unique_PImg4= unique_values["PImg4"]
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- unique_PImg5 = unique_values["PImg5"]
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- unique_TAudio1 = unique_values["TAudio1"]
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- unique_TAudio2 = unique_values["TAudio2"]
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- unique_TAudio3 = unique_values["TAudio3"]
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- unique_QAudio1 = unique_values["QAudio1"]
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- unique_QAudio2 = unique_values["QAudio2"]
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- unique_QAudio3 = unique_values["QAudio3"]
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- unique_Proxemics = unique_values["Proxemics"]
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- unique_Authoritative = unique_values["Authoritative.anarchic"]
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-
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-
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- def main():
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- st.title("tourist data")
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-
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- with st.form("questionaire"):
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- sex = st.selectbox("Sex",options = unique_sex)
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- age = st.slider("Age",min_value=10,max_values=100)
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- country = st.selectbox("Country of the client United Nations admitted countries",options = unique_country)
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- GImg1 = st.selectbox("Handshake Indifferent",options = unique_GImg1)
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- GImg2 = st.selectbox("Hug Indifferent",options = unique_GImg2)
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- GImg3 = st.selectbox("Kiss Indifferent",options = unique_GImg3)
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- PImg1 = st.selectbox("Consent posture Indifferent",options = unique_PImg1)
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- PImg2 = st.selectbox("Interest posture Indifferent",options = unique_PImg2)
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- PImg3 = st.selectbox("Neutral posture Indifferent",options = unique_PImg3)
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- PImg4 = st.selectbox("Reflexive posture Indifferent",options = unique_PImg4)
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- PImg5 = st.selectbox("Negative posture Indifferent",options = unique_PImg5)
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- relaxed = st.slider("Observed emotional clime",min_value=1,max_values=10)
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- Authoritativean_archic = st.selectbox("anarchic Observed emotional clime",options = unique_Authoritative)
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- Hostile_friendly = st.slider("friendly Observed emotional clime",min_value=1,max_values=10)
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- TAudio1 = st.selectbox("Authoritative Indifferent",options = unique_TAudio1)
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- TAudio2 = st.selectbox("Sarcastic Indifferent",options = unique_TAudio2)
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- TAudio3 = st.selectbox("Friendly Indifferent",options = unique_TAudio3)
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- QAudio1 = st.selectbox("Spitting Indifferent",options = unique_QAudio1)
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- QAudio2 = st.selectbox("Hum Indifferent",options = unique_QAudio1)
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- QAudio3 = st.selectbox("Sigh Indifferent",options = unique_QAudio1)
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- Proxemics = st.selectbox("Physical distance preferred for the client : A. intimate: 15cm-45cm; B. per-sonal: 46cm-122cm; C. social:123cm-360cm; D. public: > 360cm",options = unique_Proxemics)
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-
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- clicked = st.form_submit_button("Predict Type of Client")
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- if clicked:
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- result = model.predict(pd.DataFrame({"sex":[sex],
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- "age": [age],
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- "country": [country],
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- "GImg1" : [GImg1],
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- "GImg2" : [GImg2],
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- "GImg3" : [GImg3],
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- "PImg1" : [PImg1],
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- "PImg2" : [PImg2],
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- "PImg3" : [PImg3],
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- "PImg4" : [PImg4],
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- "PImg5" : [PImg5],
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- "Tense.relaxed" :[relaxed],
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- "Authoritative.anarchic" : [Authoritative_anarchic],
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- "Hostile.friendly" : [Hostile_friendly],
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- "TAudio1" : [TAudio1],
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- "TAudio2" : [TAudio2],
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- "TAudio3" : [TAudio3],
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- "QAudio1" : [QAudio1],
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- "QAudio2" : [QAudio1],
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- "QAudio3" : [QAudio1],
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- "Proxemics" : [Proxemics]}))
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-
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- # Show prediction
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- result = 'low' if result[0] == 1 else 'high'
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- st.success("Predict Type of Client is "+result) #แสดงผล
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-
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- # Run main()
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- if __name__ == "__main__":
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- main()