Upload 3 files

app.py

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+import streamlit as st
+import pandas as pd
+import ast
+
+def calculate_match(profile1, profile2):
+    interests1 = set(ast.literal_eval(profile1['Interests']))
+    interests2 = set(ast.literal_eval(profile2['Interests']))
+    shared_interests_score = len(interests1.intersection(interests2))
+    
+    age_difference_score = max(0, 10 - abs(profile1['Age'] - profile2['Age']))
+    swiping_history_score = min(profile1['Swiping History'], profile2['Swiping History']) / 100
+    
+    relationship_type_score = 1 if profile1['Looking For'] == profile2['Looking For'] else 0
+    
+    total_score = (shared_interests_score + age_difference_score + swiping_history_score +
+                   relationship_type_score)
+    
+    return total_score
+
+def recommend_profiles(user_profile, all_profiles):
+    matches = []
+    for _, profile in all_profiles.iterrows():
+        if profile['Gender'] != user_profile['Gender']:
+            score = calculate_match(user_profile, profile)
+            matches.append((profile, score))
+    
+    matches.sort(key=lambda x: x[1], reverse=True)
+    return matches[:5]
+
+def main():
+    st.set_page_config(page_title="Dating App Matcher", layout="centered", initial_sidebar_state="collapsed")
+    st.markdown("""
+        <style>
+        .stButton>button {
+            width: 100%;
+            background-color: #FF4B4B;
+            color: white;
+            font-size: 18px;
+            border-radius: 8px;
+        }
+        .stTextInput>div>div>input, .stSelectbox>div>div>select, .stNumberInput>div>div>input {
+            border-radius: 8px;
+        }
+        </style>
+    """, unsafe_allow_html=True)
+    
+    st.title("💘 Dating App Matcher")
+    st.write("### Enter your details to find the best matches!")
+    
+    with st.form("user_input_form"):
+        age = st.number_input("Enter your age", min_value=18, max_value=100, step=1)
+        gender = st.selectbox("Select your gender", ["Male", "Female"])
+        interests = st.text_area("Enter your interests (comma-separated)")
+        looking_for = st.multiselect("Looking for", ['Casual Dating', 'Friendship', 'Marriage', 'Long-term Relationship'])
+        swiping_history = st.slider("Swiping History", 0, 100, 50)
+        
+        submitted = st.form_submit_button("🔍 Find Matches")
+    
+    if submitted:
+        df = pd.read_csv('dating_app_dataset.csv')
+        
+        if {'User ID', 'Age', 'Gender', 'Height', 'Interests', 'Looking For', 'Swiping History', 'Frequency of Usage'}.issubset(df.columns):
+            user_profile = {
+                'Age': age,
+                'Gender': gender,
+                'Interests': str(interests.split(',')),
+                'Looking For': looking_for,
+                'Swiping History': swiping_history
+            }
+            
+            matches = recommend_profiles(user_profile, df)
+            
+            st.write("### 💑 Top 5 Matches")
+            for profile, score in matches:
+                with st.expander(f"User ID {profile['User ID']} - Score: {score:.2f}"):
+                    st.write(f"**Age:** {profile['Age']}")
+                    st.write(f"**Gender:** {profile['Gender']}")
+                    st.write(f"**Interests:** {profile['Interests']}")
+                    st.write(f"**Looking For:** {profile['Looking For']}")
+                    st.write(f"**Swiping History:** {profile['Swiping History']}")
+        else:
+            st.error("Dataset must contain the required columns.")
+
+if __name__ == "__main__":
+    main()

dating_app_dataset.csv

@@ -0,0 +1,501 @@
+User ID,Age,Gender,Height,Interests,Looking For,Children,Education Level,Occupation,Swiping History,Frequency of Usage
+1,30,Male,5.240384818289867,"['Sports', 'Cooking', 'Hiking', 'Music', 'Movies', 'Reading', 'Travel']",Casual Dating,No,High School,Student,96,Weekly
+2,27,Female,4.937625189981325,"['Sports', 'Reading']",Friendship,Yes,Master's Degree,Artist,96,Monthly
+3,29,Female,5.806295844533026,['Sports'],Casual Dating,No,Bachelor's Degree,Social Media Influencer,64,Daily
+4,29,Female,5.101402346041159,['Reading'],Marriage,No,Ph.D.,Doctor,67,Daily
+5,32,Male,5.986670327920848,"['Sports', 'Hiking', 'Music', 'Movies', 'Reading']",Long-term Relationship,Yes,Ph.D.,Engineer,93,Monthly
+6,25,Female,5.192045043820928,"['Sports', 'Cooking', 'Movies', 'Music', 'Travel', 'Reading', 'Hiking']",Marriage,Yes,Master's Degree,Engineer,38,Monthly
+7,27,Female,5.725125741058958,"['Travel', 'Cooking']",Marriage,No,Master's Degree,Student,77,Monthly
+8,21,Male,5.1082760743415285,"['Cooking', 'Hiking', 'Movies', 'Reading', 'Music', 'Travel']",Marriage,Yes,Bachelor's Degree,Teacher,87,Daily
+9,33,Female,5.364951099041565,"['Music', 'Reading', 'Sports', 'Cooking', 'Movies']",Friendship,Maybe,High School,Social Media Influencer,6,Monthly
+10,26,Female,6.020815284576836,"['Sports', 'Reading', 'Music', 'Cooking', 'Movies', 'Hiking']",Long-term Relationship,No,Ph.D.,Teacher,8,Weekly
+11,27,Female,4.932742500348858,"['Cooking', 'Reading', 'Music']",Friendship,Maybe,Master's Degree,Teacher,19,Weekly
+12,20,Female,5.752873347389619,"['Cooking', 'Sports']",Friendship,Yes,Ph.D.,Business Owner,19,Monthly
+13,33,Female,5.563135850494532,"['Music', 'Cooking', 'Sports']",Casual Dating,Yes,Bachelor's Degree,Teacher,12,Weekly
+14,25,Female,5.402888702854795,"['Travel', 'Movies']",Friendship,Yes,High School,Entrepreneur,80,Monthly
+15,20,Male,5.511370950425028,['Hiking'],Friendship,No,Bachelor's Degree,Student,81,Monthly
+16,30,Female,5.866473532435496,['Cooking'],Marriage,Maybe,Bachelor's Degree,Artist,97,Monthly
+17,27,Male,6.011520446487662,"['Cooking', 'Music', 'Hiking']",Friendship,Yes,Bachelor's Degree,Engineer,12,Weekly
+18,29,Male,5.627683848284905,"['Movies', 'Sports', 'Travel', 'Music', 'Cooking']",Marriage,No,Master's Degree,Doctor,4,Daily
+19,31,Male,5.171047595192321,"['Sports', 'Movies']",Long-term Relationship,Yes,Master's Degree,Business Owner,32,Daily
+20,24,Female,5.206369247210565,"['Sports', 'Cooking', 'Hiking']",Friendship,Yes,Ph.D.,Entrepreneur,13,Daily
+21,31,Male,5.329140528954629,['Cooking'],Friendship,Maybe,Bachelor's Degree,Engineer,5,Weekly
+22,27,Female,5.430026156327804,"['Travel', 'Reading', 'Hiking', 'Cooking', 'Sports']",Casual Dating,Maybe,Master's Degree,Doctor,61,Weekly
+23,22,Male,5.390113466452185,"['Travel', 'Hiking', 'Reading']",Friendship,No,Bachelor's Degree,Artist,55,Daily
+24,31,Female,5.30866811020693,"['Music', 'Travel']",Casual Dating,Yes,Bachelor's Degree,Social Media Influencer,98,Daily
+25,24,Female,6.028219579617898,"['Music', 'Travel', 'Cooking', 'Hiking', 'Movies', 'Reading', 'Sports']",Casual Dating,No,Master's Degree,Entrepreneur,72,Monthly
+26,29,Female,5.647510204507609,"['Sports', 'Reading', 'Hiking']",Friendship,Maybe,High School,Business Owner,98,Monthly
+27,32,Male,5.3643518092927955,"['Reading', 'Cooking']",Casual Dating,Maybe,Master's Degree,Engineer,37,Monthly
+28,20,Female,5.754320099268738,"['Reading', 'Sports', 'Hiking', 'Travel', 'Movies', 'Music', 'Cooking']",Marriage,Maybe,High School,Doctor,52,Daily
+29,19,Female,5.732664878338943,"['Cooking', 'Sports', 'Reading']",Long-term Relationship,Yes,Ph.D.,Artist,14,Weekly
+30,32,Male,6.088162166352509,"['Music', 'Movies', 'Travel']",Casual Dating,Yes,Bachelor's Degree,Entrepreneur,23,Monthly
+31,18,Female,5.335882855091953,"['Sports', 'Movies', 'Travel', 'Cooking', 'Reading']",Long-term Relationship,Maybe,Ph.D.,Artist,29,Weekly
+32,30,Male,4.906158034428246,"['Cooking', 'Travel', 'Reading']",Casual Dating,Yes,Ph.D.,Student,28,Weekly
+33,20,Female,5.720755638783328,"['Sports', 'Movies', 'Cooking', 'Travel', 'Hiking', 'Music', 'Reading']",Friendship,No,Master's Degree,Teacher,74,Monthly
+34,21,Male,5.0980924197068305,"['Music', 'Cooking']",Casual Dating,Yes,Ph.D.,Entrepreneur,81,Weekly
+35,25,Male,5.671438558839379,"['Reading', 'Sports']",Long-term Relationship,No,Ph.D.,Student,31,Weekly
+36,19,Male,5.408660629652182,"['Movies', 'Cooking', 'Hiking', 'Reading', 'Sports', 'Travel', 'Music']",Friendship,No,Ph.D.,Business Owner,83,Daily
+37,24,Male,4.915416267526658,"['Sports', 'Music', 'Reading', 'Hiking', 'Travel', 'Cooking', 'Movies']",Casual Dating,Yes,Master's Degree,Teacher,8,Monthly
+38,26,Female,5.965380153412889,"['Sports', 'Movies', 'Music']",Long-term Relationship,No,Bachelor's Degree,Entrepreneur,85,Weekly
+39,24,Female,5.678084813207579,"['Sports', 'Music', 'Reading', 'Hiking']",Casual Dating,Yes,Ph.D.,Entrepreneur,52,Weekly
+40,19,Male,5.920743402023185,"['Movies', 'Music']",Friendship,Maybe,High School,Social Media Influencer,12,Daily
+41,24,Female,5.238880597920358,"['Hiking', 'Music', 'Reading', 'Movies', 'Travel']",Casual Dating,Yes,Bachelor's Degree,Social Media Influencer,88,Monthly
+42,35,Male,5.900425428231701,"['Music', 'Movies', 'Reading']",Marriage,Yes,Bachelor's Degree,Artist,62,Monthly
+43,31,Female,5.227422032665844,"['Sports', 'Reading', 'Movies', 'Hiking', 'Travel', 'Music', 'Cooking']",Friendship,Yes,High School,Artist,13,Weekly
+44,34,Male,5.95906134562711,"['Hiking', 'Movies', 'Cooking', 'Reading', 'Sports', 'Travel']",Marriage,No,Master's Degree,Doctor,2,Daily
+45,23,Male,6.000881660993571,"['Sports', 'Movies', 'Hiking', 'Travel', 'Reading', 'Music', 'Cooking']",Friendship,Yes,High School,Engineer,43,Weekly
+46,20,Female,5.652509215982641,"['Music', 'Movies', 'Travel']",Long-term Relationship,No,Bachelor's Degree,Teacher,9,Daily
+47,33,Female,5.338095724935996,"['Sports', 'Hiking', 'Music']",Marriage,Maybe,High School,Student,92,Daily
+48,30,Male,5.280272161413801,"['Movies', 'Hiking', 'Music', 'Sports', 'Reading', 'Cooking']",Casual Dating,No,High School,Artist,49,Weekly
+49,30,Male,5.39718541504201,"['Sports', 'Music', 'Movies', 'Cooking']",Casual Dating,No,High School,Student,82,Daily
+50,26,Female,5.955798431691355,"['Music', 'Cooking', 'Reading', 'Travel', 'Hiking', 'Sports', 'Movies']",Long-term Relationship,Yes,Bachelor's Degree,Doctor,83,Weekly
+51,33,Male,5.370472004934425,"['Reading', 'Hiking', 'Music', 'Cooking']",Long-term Relationship,Yes,Bachelor's Degree,Entrepreneur,79,Monthly
+52,35,Male,5.596232820187575,"['Travel', 'Movies']",Long-term Relationship,No,High School,Doctor,26,Monthly
+53,18,Male,6.0897437596907,"['Reading', 'Music']",Friendship,Maybe,Ph.D.,Teacher,66,Monthly
+54,27,Male,5.63923316071156,"['Hiking', 'Travel']",Long-term Relationship,No,Master's Degree,Engineer,25,Monthly
+55,28,Female,4.933521219792926,"['Music', 'Travel', 'Sports', 'Movies', 'Cooking', 'Reading']",Marriage,Yes,High School,Artist,96,Daily
+56,18,Female,5.211941481893195,['Travel'],Casual Dating,Maybe,Master's Degree,Doctor,88,Daily
+57,28,Female,5.332273464857678,"['Cooking', 'Movies']",Friendship,No,High School,Entrepreneur,26,Daily
+58,33,Female,5.724147913769532,"['Travel', 'Music', 'Sports', 'Reading', 'Movies', 'Hiking']",Friendship,Yes,Ph.D.,Doctor,24,Daily
+59,34,Female,5.288793846543993,"['Movies', 'Sports']",Casual Dating,Yes,Ph.D.,Artist,11,Monthly
+60,35,Male,6.010121016898489,"['Reading', 'Travel', 'Hiking', 'Cooking', 'Sports']",Long-term Relationship,Maybe,High School,Entrepreneur,80,Monthly
+61,34,Male,5.487375508392343,"['Cooking', 'Sports', 'Travel', 'Hiking', 'Music']",Friendship,Maybe,Master's Degree,Business Owner,13,Weekly
+62,30,Female,5.143568341925464,"['Cooking', 'Travel', 'Movies', 'Sports', 'Reading', 'Music', 'Hiking']",Friendship,Maybe,High School,Doctor,83,Daily
+63,21,Male,4.828775494672228,['Movies'],Long-term Relationship,No,Ph.D.,Engineer,18,Weekly
+64,25,Female,5.481743173360596,"['Travel', 'Sports', 'Cooking', 'Hiking', 'Music']",Casual Dating,No,Ph.D.,Business Owner,59,Monthly
+65,29,Female,5.498101994384479,"['Travel', 'Movies', 'Reading', 'Sports', 'Music', 'Cooking', 'Hiking']",Marriage,Maybe,Ph.D.,Entrepreneur,100,Monthly
+66,32,Female,6.091946191621808,"['Reading', 'Music', 'Cooking', 'Hiking', 'Sports', 'Movies', 'Travel']",Long-term Relationship,Maybe,Bachelor's Degree,Doctor,21,Daily
+67,33,Male,5.787207187664832,"['Movies', 'Cooking', 'Travel', 'Music', 'Reading', 'Hiking']",Marriage,Yes,Bachelor's Degree,Engineer,64,Daily
+68,34,Female,5.875026150843842,"['Music', 'Cooking', 'Travel', 'Reading', 'Sports', 'Hiking', 'Movies']",Long-term Relationship,No,Master's Degree,Doctor,40,Weekly
+69,31,Female,5.675738905050974,"['Movies', 'Travel', 'Music', 'Hiking', 'Cooking', 'Sports']",Friendship,Maybe,Bachelor's Degree,Student,40,Monthly
+70,22,Female,4.9861485463213535,"['Cooking', 'Sports', 'Reading', 'Hiking', 'Movies', 'Music']",Long-term Relationship,No,High School,Entrepreneur,83,Daily
+71,30,Male,6.010019898751484,"['Reading', 'Travel', 'Music', 'Sports', 'Movies', 'Hiking']",Casual Dating,Yes,Ph.D.,Entrepreneur,90,Weekly
+72,27,Male,5.045984409166938,"['Hiking', 'Cooking', 'Movies', 'Travel', 'Reading', 'Sports']",Friendship,Maybe,Master's Degree,Business Owner,77,Weekly
+73,25,Female,5.945594046489266,"['Hiking', 'Music', 'Sports']",Long-term Relationship,Maybe,Bachelor's Degree,Business Owner,43,Weekly
+74,31,Male,4.915831462311005,"['Travel', 'Sports', 'Reading', 'Cooking', 'Hiking']",Friendship,No,Master's Degree,Engineer,70,Daily
+75,28,Male,6.017204886810353,"['Reading', 'Cooking', 'Sports', 'Hiking', 'Travel']",Long-term Relationship,No,Bachelor's Degree,Entrepreneur,95,Daily
+76,32,Female,4.821520923466465,"['Music', 'Movies', 'Hiking', 'Travel']",Friendship,Maybe,Master's Degree,Business Owner,84,Weekly
+77,35,Male,5.647848104854811,"['Hiking', 'Cooking', 'Sports', 'Reading']",Long-term Relationship,Yes,High School,Doctor,8,Weekly
+78,25,Female,5.284758438205714,"['Travel', 'Movies', 'Reading']",Casual Dating,Maybe,Ph.D.,Doctor,98,Daily
+79,23,Male,5.315058504308027,"['Sports', 'Cooking', 'Reading', 'Movies']",Marriage,Maybe,Master's Degree,Student,80,Daily
+80,31,Male,5.576484223790711,"['Travel', 'Sports', 'Hiking', 'Music', 'Reading']",Marriage,Maybe,Bachelor's Degree,Entrepreneur,69,Monthly
+81,20,Female,5.278267424924374,"['Hiking', 'Cooking', 'Music', 'Sports']",Friendship,Yes,Ph.D.,Teacher,18,Weekly
+82,34,Male,5.182119518799928,['Reading'],Long-term Relationship,Yes,Master's Degree,Entrepreneur,67,Monthly
+83,23,Male,5.765614765126895,"['Movies', 'Sports', 'Reading', 'Travel', 'Cooking']",Marriage,No,Ph.D.,Entrepreneur,45,Weekly
+84,18,Female,5.0869259389500066,"['Music', 'Hiking', 'Travel', 'Movies', 'Sports', 'Reading', 'Cooking']",Marriage,No,Bachelor's Degree,Engineer,68,Daily
+85,25,Female,5.274114756058384,"['Music', 'Travel']",Marriage,Yes,Bachelor's Degree,Student,21,Monthly
+86,25,Male,5.873622342975061,"['Movies', 'Sports', 'Reading', 'Travel', 'Cooking']",Long-term Relationship,No,Bachelor's Degree,Business Owner,91,Monthly
+87,25,Male,5.306325799643069,"['Hiking', 'Sports']",Casual Dating,Maybe,Ph.D.,Teacher,23,Weekly
+88,24,Male,5.440640587836819,"['Music', 'Hiking', 'Travel']",Friendship,Yes,Master's Degree,Artist,47,Daily
+89,23,Male,5.1188000480231635,"['Music', 'Reading', 'Sports', 'Cooking', 'Travel', 'Movies']",Marriage,Yes,High School,Engineer,19,Weekly
+90,25,Female,5.404581791109265,"['Sports', 'Cooking', 'Music', 'Hiking', 'Movies']",Marriage,No,Ph.D.,Student,0,Weekly
+91,24,Female,5.966181867384575,"['Cooking', 'Travel', 'Sports']",Friendship,Yes,High School,Student,98,Weekly
+92,22,Male,5.110225909668289,"['Music', 'Hiking', 'Cooking', 'Travel', 'Movies', 'Reading', 'Sports']",Marriage,Maybe,Ph.D.,Student,20,Weekly
+93,34,Female,5.1323959537433055,['Cooking'],Long-term Relationship,No,Bachelor's Degree,Engineer,62,Daily
+94,24,Female,4.849596585846308,"['Travel', 'Sports']",Friendship,Maybe,Ph.D.,Student,81,Weekly
+95,31,Male,5.588251148792093,"['Hiking', 'Sports', 'Music']",Long-term Relationship,Maybe,Bachelor's Degree,Student,91,Daily
+96,32,Male,5.9894811472543354,"['Travel', 'Hiking', 'Reading']",Long-term Relationship,Yes,High School,Social Media Influencer,97,Weekly
+97,29,Male,5.079546903190221,['Music'],Friendship,No,Master's Degree,Artist,48,Daily
+98,21,Male,5.87590064153706,"['Travel', 'Hiking']",Marriage,Maybe,Ph.D.,Engineer,21,Daily
+99,33,Female,5.854466419958818,"['Reading', 'Cooking', 'Sports', 'Hiking', 'Movies', 'Music', 'Travel']",Casual Dating,No,Bachelor's Degree,Entrepreneur,97,Monthly
+100,21,Female,5.671092132278706,"['Reading', 'Hiking', 'Sports']",Marriage,Yes,Ph.D.,Teacher,52,Weekly
+101,35,Male,5.059604715378536,"['Sports', 'Travel', 'Music', 'Reading', 'Movies', 'Hiking', 'Cooking']",Long-term Relationship,No,Master's Degree,Social Media Influencer,20,Monthly
+102,32,Male,4.893286395470057,"['Cooking', 'Hiking', 'Sports', 'Travel', 'Movies']",Friendship,Maybe,Master's Degree,Entrepreneur,17,Daily
+103,21,Female,5.5766036885373635,"['Reading', 'Cooking', 'Movies', 'Music', 'Sports', 'Travel']",Casual Dating,No,High School,Artist,84,Monthly
+104,31,Male,5.9922740354467745,"['Reading', 'Music', 'Movies', 'Hiking', 'Sports', 'Cooking', 'Travel']",Casual Dating,Yes,High School,Teacher,82,Daily
+105,27,Male,4.9210422673068654,"['Movies', 'Hiking', 'Reading', 'Cooking', 'Travel']",Casual Dating,No,Master's Degree,Business Owner,64,Daily
+106,22,Female,5.456322761502873,"['Cooking', 'Travel']",Marriage,No,Ph.D.,Social Media Influencer,100,Monthly
+107,29,Male,5.818562322699719,"['Travel', 'Hiking', 'Movies', 'Sports', 'Reading', 'Cooking']",Friendship,Maybe,High School,Entrepreneur,82,Monthly
+108,24,Male,5.39312551524986,"['Hiking', 'Music', 'Cooking', 'Travel']",Friendship,Maybe,High School,Artist,87,Monthly
+109,19,Male,4.832884726800248,"['Reading', 'Movies', 'Travel']",Marriage,No,High School,Engineer,85,Daily
+110,22,Female,5.194927940774337,"['Hiking', 'Music', 'Travel', 'Movies', 'Cooking']",Casual Dating,Yes,Master's Degree,Engineer,42,Weekly
+111,22,Female,5.489702856214108,"['Travel', 'Cooking', 'Sports', 'Music', 'Reading']",Marriage,No,High School,Student,91,Daily
+112,19,Female,5.351056306389518,"['Reading', 'Music']",Marriage,Maybe,Bachelor's Degree,Social Media Influencer,23,Monthly
+113,25,Male,5.908935827571413,"['Cooking', 'Movies', 'Music', 'Reading', 'Travel', 'Sports']",Long-term Relationship,No,Ph.D.,Social Media Influencer,86,Daily
+114,30,Female,5.785305232978693,"['Cooking', 'Reading', 'Movies', 'Sports', 'Music']",Casual Dating,No,Ph.D.,Doctor,36,Weekly
+115,25,Male,5.724978686627205,"['Movies', 'Reading']",Long-term Relationship,Maybe,Ph.D.,Student,99,Weekly
+116,28,Female,4.948478625218401,"['Sports', 'Cooking', 'Hiking', 'Travel', 'Reading', 'Music']",Long-term Relationship,Yes,Bachelor's Degree,Doctor,90,Daily
+117,23,Female,5.760777552727312,"['Hiking', 'Cooking', 'Movies', 'Travel', 'Reading', 'Music']",Casual Dating,No,Master's Degree,Social Media Influencer,71,Monthly
+118,22,Female,5.439634253766098,"['Reading', 'Movies', 'Travel']",Marriage,Maybe,Master's Degree,Entrepreneur,75,Weekly
+119,32,Male,5.711927418249435,"['Cooking', 'Movies', 'Reading', 'Music']",Long-term Relationship,Yes,Master's Degree,Social Media Influencer,13,Weekly
+120,24,Male,5.37909694826297,"['Travel', 'Music', 'Reading', 'Hiking', 'Sports', 'Cooking']",Long-term Relationship,Yes,High School,Doctor,63,Daily
+121,22,Female,5.27477813659427,"['Hiking', 'Travel', 'Music', 'Cooking', 'Movies']",Casual Dating,No,Bachelor's Degree,Entrepreneur,39,Daily
+122,26,Male,5.690220676879612,"['Hiking', 'Movies', 'Travel']",Marriage,No,Ph.D.,Engineer,50,Monthly
+123,29,Male,4.961811122603363,"['Movies', 'Hiking']",Long-term Relationship,No,Bachelor's Degree,Social Media Influencer,77,Daily
+124,24,Male,5.581404551695822,"['Travel', 'Cooking', 'Music', 'Hiking']",Long-term Relationship,Maybe,Ph.D.,Student,25,Daily
+125,26,Female,6.029058682201397,"['Music', 'Movies', 'Sports', 'Cooking', 'Reading']",Marriage,No,Master's Degree,Social Media Influencer,4,Daily
+126,22,Female,5.835524648268973,"['Sports', 'Reading', 'Music']",Marriage,Maybe,High School,Teacher,29,Monthly
+127,30,Female,5.9810082127353885,"['Travel', 'Sports']",Marriage,Maybe,Bachelor's Degree,Business Owner,26,Weekly
+128,26,Female,4.918994437807686,"['Music', 'Sports', 'Reading']",Marriage,No,Ph.D.,Student,75,Monthly
+129,32,Male,5.203101160708838,"['Reading', 'Sports', 'Hiking', 'Cooking', 'Movies', 'Travel']",Long-term Relationship,No,Master's Degree,Engineer,28,Weekly
+130,32,Male,5.045238480212873,['Travel'],Long-term Relationship,No,Ph.D.,Artist,100,Daily
+131,29,Male,5.788865011301586,"['Travel', 'Cooking']",Friendship,Maybe,Bachelor's Degree,Artist,42,Weekly
+132,25,Female,4.87036799279614,"['Cooking', 'Music', 'Travel', 'Hiking', 'Movies']",Casual Dating,Maybe,Ph.D.,Student,27,Daily
+133,26,Male,4.974412160901463,['Travel'],Marriage,No,Ph.D.,Teacher,55,Monthly
+134,34,Female,4.84755592205849,"['Movies', 'Travel', 'Reading', 'Cooking', 'Hiking', 'Sports']",Marriage,Maybe,Bachelor's Degree,Business Owner,33,Monthly
+135,35,Male,5.07022664669497,"['Cooking', 'Reading', 'Travel', 'Hiking']",Friendship,Maybe,Master's Degree,Doctor,80,Monthly
+136,33,Female,4.824931355543041,"['Hiking', 'Movies', 'Cooking', 'Reading', 'Music', 'Travel', 'Sports']",Long-term Relationship,Yes,High School,Engineer,69,Daily
+137,25,Female,5.634603463653517,"['Sports', 'Travel']",Long-term Relationship,Maybe,Master's Degree,Doctor,98,Weekly
+138,22,Female,5.602284035875118,['Cooking'],Long-term Relationship,Maybe,Master's Degree,Business Owner,78,Weekly
+139,28,Female,5.419478223890362,['Hiking'],Casual Dating,No,Bachelor's Degree,Social Media Influencer,3,Weekly
+140,20,Male,4.9486877571208465,"['Music', 'Sports']",Casual Dating,Maybe,Bachelor's Degree,Entrepreneur,20,Monthly
+141,32,Male,5.939907209537825,"['Sports', 'Travel', 'Music']",Long-term Relationship,Yes,Ph.D.,Student,55,Daily
+142,27,Female,5.491959921929868,"['Movies', 'Reading', 'Travel', 'Hiking', 'Music', 'Cooking']",Marriage,Yes,Ph.D.,Artist,5,Daily
+143,33,Male,5.969105878320783,"['Sports', 'Movies', 'Reading', 'Hiking', 'Travel', 'Music']",Casual Dating,Yes,Bachelor's Degree,Student,31,Weekly
+144,32,Male,6.035192829097504,"['Travel', 'Reading', 'Movies', 'Sports', 'Music', 'Hiking']",Long-term Relationship,No,Bachelor's Degree,Business Owner,87,Daily
+145,32,Female,5.695097121543555,"['Reading', 'Music', 'Hiking', 'Cooking']",Long-term Relationship,Yes,Master's Degree,Artist,49,Monthly
+146,24,Male,5.900181697140749,"['Travel', 'Reading']",Long-term Relationship,Maybe,Master's Degree,Entrepreneur,97,Daily
+147,34,Male,5.913154590141187,"['Reading', 'Travel', 'Movies', 'Hiking', 'Cooking', 'Music', 'Sports']",Friendship,No,Bachelor's Degree,Business Owner,66,Daily
+148,21,Female,4.997129458458726,"['Cooking', 'Reading', 'Travel', 'Sports']",Friendship,No,Master's Degree,Social Media Influencer,47,Weekly
+149,25,Female,4.936878073682302,"['Reading', 'Movies', 'Sports', 'Hiking', 'Travel']",Long-term Relationship,Yes,High School,Doctor,87,Daily
+150,31,Female,5.517650141699458,"['Sports', 'Reading', 'Cooking', 'Travel', 'Movies', 'Hiking']",Long-term Relationship,Yes,Ph.D.,Artist,91,Weekly
+151,19,Female,6.026655003868983,"['Movies', 'Cooking', 'Hiking', 'Reading', 'Travel', 'Sports', 'Music']",Friendship,Maybe,Master's Degree,Teacher,65,Weekly
+152,18,Male,4.9693611112584835,"['Travel', 'Cooking', 'Movies']",Casual Dating,Maybe,Master's Degree,Engineer,90,Weekly
+153,25,Male,6.016852765939112,['Cooking'],Marriage,No,Bachelor's Degree,Artist,66,Monthly
+154,34,Male,5.429590843917845,['Hiking'],Long-term Relationship,Maybe,Master's Degree,Social Media Influencer,92,Daily
+155,33,Female,5.170362689383212,"['Travel', 'Hiking', 'Reading', 'Cooking']",Casual Dating,Maybe,High School,Artist,54,Weekly
+156,33,Female,4.825390642993108,"['Travel', 'Movies']",Long-term Relationship,No,High School,Artist,62,Daily
+157,25,Male,6.044497033372401,"['Music', 'Movies', 'Cooking', 'Travel']",Long-term Relationship,Yes,Bachelor's Degree,Student,1,Daily
+158,21,Female,6.071489189277642,"['Travel', 'Reading', 'Music']",Long-term Relationship,Yes,High School,Business Owner,78,Monthly
+159,21,Male,5.97251293846924,"['Reading', 'Cooking', 'Music', 'Travel', 'Hiking', 'Movies', 'Sports']",Friendship,Yes,High School,Entrepreneur,42,Daily
+160,29,Female,6.062014427379368,"['Hiking', 'Reading', 'Sports', 'Music', 'Travel']",Casual Dating,Yes,Bachelor's Degree,Doctor,74,Daily
+161,27,Male,5.734964561413985,"['Travel', 'Music', 'Cooking', 'Movies', 'Sports', 'Reading']",Casual Dating,Yes,Master's Degree,Business Owner,56,Monthly
+162,32,Male,5.8959554815979445,"['Movies', 'Cooking', 'Music', 'Reading', 'Hiking', 'Sports', 'Travel']",Marriage,Maybe,Master's Degree,Entrepreneur,85,Daily
+163,20,Female,5.536534872948992,"['Hiking', 'Music', 'Travel', 'Cooking']",Friendship,Maybe,High School,Doctor,25,Monthly
+164,27,Female,5.594635332586019,"['Music', 'Travel', 'Cooking', 'Movies', 'Sports']",Friendship,Yes,Bachelor's Degree,Artist,45,Daily
+165,30,Male,5.934433089335576,['Music'],Marriage,Yes,High School,Entrepreneur,39,Monthly
+166,23,Male,6.00088674525844,"['Cooking', 'Music', 'Sports', 'Movies', 'Travel']",Long-term Relationship,Maybe,Ph.D.,Doctor,47,Weekly
+167,28,Female,6.036337320283338,"['Sports', 'Reading', 'Travel', 'Cooking', 'Hiking', 'Music']",Long-term Relationship,Yes,Master's Degree,Artist,74,Daily
+168,20,Female,5.205239520495352,"['Cooking', 'Sports', 'Music', 'Reading', 'Travel', 'Hiking', 'Movies']",Casual Dating,No,High School,Social Media Influencer,58,Daily
+169,18,Female,5.999321282949007,['Sports'],Marriage,Maybe,Ph.D.,Engineer,91,Daily
+170,18,Female,5.044729223570743,"['Music', 'Movies', 'Sports', 'Reading', 'Cooking', 'Hiking', 'Travel']",Friendship,Yes,Master's Degree,Artist,12,Daily
+171,24,Male,5.984331188593943,['Movies'],Long-term Relationship,Maybe,Ph.D.,Engineer,66,Daily
+172,22,Male,5.090359398313469,"['Sports', 'Reading', 'Movies', 'Hiking', 'Travel', 'Cooking']",Friendship,Yes,Bachelor's Degree,Business Owner,7,Weekly
+173,22,Female,5.563129063653523,"['Reading', 'Music', 'Travel', 'Movies', 'Sports']",Long-term Relationship,Yes,Master's Degree,Student,26,Monthly
+174,21,Male,5.83348042992615,"['Hiking', 'Music', 'Cooking', 'Sports']",Marriage,No,Master's Degree,Entrepreneur,33,Daily
+175,25,Female,5.230155178591923,"['Sports', 'Music', 'Travel', 'Hiking', 'Movies', 'Reading', 'Cooking']",Casual Dating,Yes,Bachelor's Degree,Artist,58,Monthly
+176,26,Female,5.461762948299695,"['Movies', 'Cooking', 'Sports', 'Reading', 'Hiking', 'Music']",Friendship,No,Master's Degree,Artist,43,Daily
+177,26,Female,5.304072430273165,"['Reading', 'Movies', 'Cooking', 'Travel', 'Hiking', 'Music', 'Sports']",Long-term Relationship,Yes,High School,Doctor,13,Weekly
+178,28,Female,5.602235496358825,"['Hiking', 'Sports', 'Cooking', 'Music', 'Movies', 'Travel', 'Reading']",Casual Dating,Maybe,High School,Social Media Influencer,89,Weekly
+179,32,Male,4.932971095889953,['Hiking'],Long-term Relationship,No,High School,Entrepreneur,1,Daily
+180,31,Male,5.910313085577794,"['Music', 'Cooking', 'Travel']",Casual Dating,Maybe,Bachelor's Degree,Teacher,84,Weekly
+181,25,Male,5.956136949479735,"['Sports', 'Music', 'Hiking', 'Travel', 'Cooking', 'Movies', 'Reading']",Casual Dating,Maybe,Ph.D.,Entrepreneur,34,Monthly
+182,30,Female,5.209967346853675,"['Music', 'Sports', 'Movies', 'Travel']",Marriage,Yes,High School,Student,24,Daily
+183,23,Female,5.307234389771249,"['Movies', 'Sports', 'Reading', 'Travel', 'Hiking', 'Music', 'Cooking']",Casual Dating,Yes,High School,Teacher,31,Daily
+184,32,Female,5.435011889559503,"['Hiking', 'Travel']",Marriage,Yes,High School,Artist,78,Monthly
+185,35,Male,5.547673802083528,"['Music', 'Hiking', 'Reading', 'Sports', 'Cooking', 'Travel']",Casual Dating,No,Bachelor's Degree,Engineer,40,Daily
+186,27,Female,5.153931404643159,"['Hiking', 'Music', 'Travel', 'Reading']",Casual Dating,Maybe,Bachelor's Degree,Engineer,83,Monthly
+187,30,Male,5.552414680221733,"['Movies', 'Cooking', 'Hiking', 'Travel', 'Music', 'Reading']",Long-term Relationship,No,Ph.D.,Entrepreneur,33,Daily
+188,29,Male,5.781458502280014,['Reading'],Casual Dating,No,Ph.D.,Student,28,Monthly
+189,34,Male,5.399002094196247,"['Movies', 'Cooking', 'Sports', 'Music', 'Hiking', 'Reading', 'Travel']",Marriage,No,Master's Degree,Social Media Influencer,96,Daily
+190,26,Male,5.315490467378796,"['Hiking', 'Music', 'Cooking', 'Reading', 'Sports', 'Movies', 'Travel']",Casual Dating,No,Master's Degree,Engineer,17,Monthly
+191,21,Female,5.964925173676047,['Movies'],Long-term Relationship,No,Ph.D.,Artist,23,Weekly
+192,29,Male,4.861214966562685,"['Sports', 'Movies']",Friendship,No,Ph.D.,Engineer,8,Monthly
+193,24,Female,5.757162264325183,['Movies'],Long-term Relationship,No,Bachelor's Degree,Teacher,5,Daily
+194,30,Female,5.1753753547012264,['Movies'],Marriage,Maybe,Master's Degree,Entrepreneur,24,Weekly
+195,31,Male,5.878424440580842,"['Travel', 'Reading', 'Sports', 'Cooking', 'Music']",Casual Dating,Maybe,High School,Engineer,5,Weekly
+196,31,Male,5.918040614214112,"['Reading', 'Movies', 'Hiking', 'Sports', 'Travel']",Casual Dating,No,Master's Degree,Doctor,67,Monthly
+197,23,Female,4.988480673697198,"['Movies', 'Reading', 'Hiking', 'Music', 'Travel', 'Cooking']",Long-term Relationship,Yes,Bachelor's Degree,Engineer,52,Daily
+198,31,Female,4.925777565272401,"['Movies', 'Hiking']",Friendship,No,High School,Business Owner,10,Monthly
+199,26,Male,4.925401318213908,"['Travel', 'Hiking', 'Reading', 'Music', 'Sports']",Friendship,Yes,Master's Degree,Student,86,Daily
+200,28,Female,5.927838460520351,"['Cooking', 'Music']",Casual Dating,No,Bachelor's Degree,Entrepreneur,74,Monthly
+201,33,Male,5.6537786050488155,"['Cooking', 'Reading', 'Travel', 'Movies', 'Sports']",Casual Dating,Yes,Bachelor's Degree,Business Owner,30,Weekly
+202,23,Female,5.388590378765114,"['Cooking', 'Music', 'Movies', 'Reading', 'Hiking', 'Travel']",Friendship,Maybe,Ph.D.,Business Owner,37,Daily
+203,34,Female,5.157305209442495,"['Sports', 'Cooking']",Marriage,Maybe,Ph.D.,Doctor,52,Weekly
+204,34,Female,5.896001768936665,"['Music', 'Cooking', 'Movies', 'Sports']",Friendship,No,Master's Degree,Doctor,59,Daily
+205,22,Female,5.778640690673869,"['Hiking', 'Movies', 'Reading', 'Travel', 'Sports', 'Cooking', 'Music']",Marriage,No,Master's Degree,Teacher,40,Daily
+206,29,Male,5.483801990659038,"['Sports', 'Travel', 'Cooking', 'Movies', 'Music', 'Hiking']",Casual Dating,Maybe,Master's Degree,Teacher,82,Weekly
+207,35,Female,5.575411051471905,"['Cooking', 'Movies', 'Travel', 'Reading']",Long-term Relationship,Yes,High School,Artist,5,Daily
+208,34,Male,5.117566673566487,"['Hiking', 'Music', 'Cooking', 'Movies', 'Reading', 'Sports']",Friendship,Yes,Master's Degree,Social Media Influencer,41,Weekly
+209,19,Female,5.020205696732368,"['Cooking', 'Sports']",Long-term Relationship,Maybe,Master's Degree,Engineer,88,Monthly
+210,24,Male,4.8954302879747855,"['Movies', 'Sports', 'Music']",Long-term Relationship,No,Master's Degree,Doctor,81,Monthly
+211,28,Male,4.9911853784434355,"['Movies', 'Reading']",Casual Dating,No,Bachelor's Degree,Entrepreneur,56,Monthly
+212,25,Female,4.995193123571273,"['Sports', 'Cooking', 'Hiking', 'Travel', 'Music', 'Movies']",Marriage,Yes,Bachelor's Degree,Doctor,21,Monthly
+213,26,Female,5.888419309362208,['Sports'],Long-term Relationship,Yes,High School,Engineer,12,Weekly
+214,32,Male,5.892688914012521,['Movies'],Casual Dating,Yes,Bachelor's Degree,Artist,38,Monthly
+215,20,Male,5.173087241628267,"['Music', 'Reading', 'Cooking', 'Travel']",Long-term Relationship,Maybe,Ph.D.,Engineer,43,Weekly
+216,32,Male,6.022524796259061,"['Cooking', 'Sports']",Long-term Relationship,Yes,High School,Entrepreneur,9,Weekly
+217,22,Female,5.428566144064488,"['Movies', 'Music', 'Sports', 'Reading', 'Travel']",Casual Dating,No,Master's Degree,Student,36,Weekly
+218,29,Female,5.071763493200341,['Cooking'],Casual Dating,Yes,Bachelor's Degree,Business Owner,83,Weekly
+219,23,Female,4.840057717990036,"['Travel', 'Movies', 'Music', 'Hiking']",Casual Dating,No,Ph.D.,Business Owner,23,Monthly
+220,25,Female,5.379642950334183,"['Movies', 'Travel']",Friendship,No,Bachelor's Degree,Entrepreneur,72,Daily
+221,34,Male,5.428406051704056,"['Music', 'Reading', 'Cooking', 'Hiking']",Casual Dating,Maybe,Bachelor's Degree,Artist,43,Monthly
+222,31,Female,5.526686396764992,"['Movies', 'Reading']",Casual Dating,No,Ph.D.,Entrepreneur,38,Monthly
+223,35,Female,5.359643123643837,"['Music', 'Hiking', 'Sports', 'Travel']",Long-term Relationship,No,Ph.D.,Teacher,95,Weekly
+224,24,Male,5.286644907738784,"['Music', 'Travel']",Friendship,No,Ph.D.,Engineer,20,Daily
+225,33,Male,5.710349950672095,"['Cooking', 'Reading', 'Music', 'Hiking', 'Movies']",Marriage,Yes,Ph.D.,Student,53,Weekly
+226,31,Male,5.693267154963841,"['Travel', 'Hiking', 'Reading', 'Movies', 'Sports', 'Cooking', 'Music']",Casual Dating,No,Bachelor's Degree,Artist,83,Weekly
+227,33,Female,5.537310038207485,"['Hiking', 'Sports', 'Travel', 'Reading', 'Movies', 'Cooking', 'Music']",Marriage,No,High School,Doctor,18,Monthly
+228,23,Female,6.088496819830294,"['Travel', 'Movies', 'Hiking', 'Cooking', 'Sports', 'Reading']",Long-term Relationship,Yes,Master's Degree,Doctor,27,Weekly
+229,23,Male,5.536646677864888,"['Hiking', 'Reading', 'Cooking', 'Travel']",Marriage,No,Bachelor's Degree,Entrepreneur,63,Weekly
+230,20,Male,4.956077483335585,['Music'],Long-term Relationship,Maybe,Bachelor's Degree,Business Owner,58,Daily
+231,35,Male,5.669976810326429,"['Sports', 'Music', 'Reading', 'Travel', 'Cooking', 'Movies', 'Hiking']",Friendship,Maybe,High School,Entrepreneur,46,Weekly
+232,27,Female,5.449691347005849,"['Hiking', 'Movies', 'Travel', 'Reading', 'Music', 'Sports']",Casual Dating,Yes,Bachelor's Degree,Business Owner,48,Weekly
+233,34,Male,5.82479141852491,"['Cooking', 'Hiking']",Casual Dating,Maybe,Master's Degree,Artist,55,Weekly
+234,28,Male,5.805759131719838,"['Cooking', 'Hiking', 'Movies', 'Travel', 'Music']",Casual Dating,Yes,Ph.D.,Business Owner,51,Weekly
+235,20,Female,5.592903652720565,"['Reading', 'Sports']",Marriage,No,Master's Degree,Teacher,77,Monthly
+236,24,Female,5.996961000161297,['Music'],Marriage,Yes,Ph.D.,Engineer,91,Weekly
+237,31,Male,5.483870064661875,"['Hiking', 'Travel']",Friendship,Maybe,Bachelor's Degree,Doctor,100,Weekly
+238,19,Male,5.767917924732163,"['Travel', 'Reading', 'Sports']",Long-term Relationship,No,High School,Teacher,19,Monthly
+239,31,Male,6.079904608220203,"['Sports', 'Music', 'Cooking', 'Hiking', 'Reading', 'Travel', 'Movies']",Marriage,Maybe,Bachelor's Degree,Doctor,26,Daily
+240,27,Female,4.939965996278096,"['Travel', 'Reading', 'Music', 'Movies']",Casual Dating,Yes,Bachelor's Degree,Business Owner,77,Weekly
+241,21,Female,5.243419849283408,"['Travel', 'Reading', 'Music', 'Hiking']",Friendship,Yes,High School,Artist,80,Daily
+242,35,Male,6.004320592491307,"['Cooking', 'Sports', 'Music', 'Hiking', 'Reading', 'Travel', 'Movies']",Long-term Relationship,No,Master's Degree,Engineer,56,Weekly
+243,27,Female,6.060979936375505,"['Hiking', 'Travel', 'Cooking', 'Music']",Casual Dating,Maybe,High School,Student,2,Daily
+244,31,Male,5.956791073971224,"['Reading', 'Music', 'Movies', 'Cooking', 'Travel', 'Sports', 'Hiking']",Marriage,Yes,High School,Business Owner,40,Monthly
+245,23,Female,5.266163951466923,"['Movies', 'Sports', 'Hiking', 'Music', 'Travel']",Casual Dating,Yes,Bachelor's Degree,Artist,85,Monthly
+246,23,Female,4.822784639291011,"['Cooking', 'Hiking']",Long-term Relationship,Maybe,High School,Doctor,38,Daily
+247,27,Male,5.933244392836191,"['Hiking', 'Sports', 'Cooking', 'Reading']",Long-term Relationship,Maybe,High School,Student,21,Daily
+248,23,Female,4.980607981601702,"['Music', 'Movies', 'Reading', 'Cooking', 'Travel']",Long-term Relationship,Yes,Ph.D.,Entrepreneur,30,Monthly
+249,34,Female,5.242814351495456,"['Cooking', 'Music', 'Travel', 'Reading']",Casual Dating,Maybe,Ph.D.,Teacher,39,Daily
+250,25,Female,5.69772639271172,"['Travel', 'Cooking']",Casual Dating,Maybe,High School,Student,50,Weekly
+251,21,Male,6.0625498661941775,"['Travel', 'Reading', 'Movies', 'Hiking', 'Music', 'Cooking']",Marriage,No,Bachelor's Degree,Business Owner,66,Daily
+252,34,Male,5.077338822733514,"['Movies', 'Travel', 'Sports', 'Hiking', 'Cooking', 'Reading']",Long-term Relationship,No,Master's Degree,Artist,42,Daily
+253,21,Male,5.079396047468647,"['Travel', 'Sports', 'Movies', 'Hiking']",Casual Dating,Yes,Bachelor's Degree,Business Owner,96,Daily
+254,25,Male,6.05604373099327,"['Cooking', 'Sports']",Long-term Relationship,Maybe,Bachelor's Degree,Teacher,60,Daily
+255,27,Female,5.042910214813085,"['Cooking', 'Hiking', 'Music', 'Travel']",Long-term Relationship,Maybe,Ph.D.,Business Owner,2,Monthly
+256,26,Male,5.60811537908293,"['Reading', 'Music', 'Sports']",Friendship,Maybe,Ph.D.,Artist,72,Weekly
+257,22,Female,4.943380425672277,['Sports'],Long-term Relationship,No,Bachelor's Degree,Engineer,1,Monthly
+258,29,Male,5.663725560582798,['Sports'],Marriage,Yes,Bachelor's Degree,Social Media Influencer,18,Monthly
+259,28,Male,5.258613652063652,['Reading'],Casual Dating,No,High School,Doctor,23,Weekly
+260,23,Male,5.093497783628393,"['Movies', 'Reading', 'Hiking', 'Music', 'Sports']",Casual Dating,Yes,Master's Degree,Artist,10,Daily
+261,32,Female,5.211934830656955,"['Sports', 'Music', 'Hiking', 'Reading']",Long-term Relationship,No,Bachelor's Degree,Engineer,53,Weekly
+262,33,Male,5.999573314269892,"['Travel', 'Sports', 'Movies', 'Hiking', 'Reading']",Friendship,Yes,Bachelor's Degree,Entrepreneur,4,Weekly
+263,22,Male,5.3402663754902155,"['Music', 'Hiking']",Casual Dating,Maybe,Master's Degree,Teacher,24,Daily
+264,32,Female,5.416847606781668,"['Hiking', 'Sports', 'Music', 'Reading', 'Travel', 'Cooking']",Long-term Relationship,Yes,Bachelor's Degree,Teacher,31,Monthly
+265,19,Female,5.730608516779474,"['Movies', 'Music', 'Travel']",Friendship,Maybe,Ph.D.,Doctor,21,Weekly
+266,24,Male,5.124974855452152,"['Sports', 'Movies', 'Hiking', 'Music', 'Cooking', 'Reading']",Casual Dating,No,Bachelor's Degree,Doctor,81,Daily
+267,21,Male,5.080547843572088,"['Sports', 'Cooking', 'Music', 'Travel', 'Hiking', 'Reading', 'Movies']",Friendship,Yes,Ph.D.,Artist,1,Daily
+268,24,Male,5.135093360943551,"['Reading', 'Hiking', 'Sports', 'Travel']",Friendship,Yes,Ph.D.,Student,65,Weekly
+269,34,Female,5.5247806285789,"['Travel', 'Music', 'Reading', 'Hiking']",Marriage,Yes,Bachelor's Degree,Business Owner,76,Weekly
+270,21,Male,5.330753042308881,"['Music', 'Sports', 'Travel', 'Hiking', 'Cooking', 'Movies']",Casual Dating,Maybe,Master's Degree,Entrepreneur,67,Monthly
+271,19,Female,4.982481288587967,"['Hiking', 'Sports']",Casual Dating,No,High School,Teacher,19,Weekly
+272,33,Female,5.605071979694682,"['Travel', 'Cooking', 'Sports', 'Reading']",Casual Dating,Maybe,Bachelor's Degree,Teacher,3,Daily
+273,18,Female,5.773902413732917,"['Travel', 'Reading']",Casual Dating,Yes,Master's Degree,Teacher,37,Weekly
+274,29,Male,5.405508529328431,"['Reading', 'Movies', 'Travel', 'Music', 'Hiking', 'Cooking', 'Sports']",Friendship,No,Bachelor's Degree,Doctor,96,Weekly
+275,26,Male,5.092091100722029,"['Music', 'Reading', 'Movies', 'Travel', 'Sports']",Friendship,No,Bachelor's Degree,Entrepreneur,81,Weekly
+276,24,Female,5.39795175276221,"['Travel', 'Sports', 'Hiking', 'Reading', 'Music', 'Cooking']",Casual Dating,Yes,Master's Degree,Social Media Influencer,98,Monthly
+277,22,Male,5.51458796274624,"['Cooking', 'Movies', 'Sports', 'Travel', 'Music']",Long-term Relationship,Yes,Ph.D.,Engineer,33,Daily
+278,22,Male,5.122042586608859,"['Sports', 'Hiking', 'Music']",Friendship,Yes,Ph.D.,Teacher,10,Daily
+279,24,Male,5.16222720866045,"['Reading', 'Movies', 'Hiking', 'Travel', 'Sports', 'Cooking', 'Music']",Marriage,Yes,Master's Degree,Business Owner,52,Weekly
+280,29,Male,5.022336945356445,"['Travel', 'Hiking', 'Music', 'Sports', 'Reading', 'Cooking', 'Movies']",Friendship,Maybe,Bachelor's Degree,Student,29,Monthly
+281,26,Female,5.915703250186208,['Hiking'],Casual Dating,Maybe,Bachelor's Degree,Social Media Influencer,82,Weekly
+282,20,Male,5.121627461753856,['Sports'],Friendship,Yes,Bachelor's Degree,Engineer,25,Weekly
+283,29,Male,4.820979090770598,"['Travel', 'Movies', 'Reading', 'Music', 'Cooking']",Marriage,Maybe,High School,Artist,95,Weekly
+284,30,Male,6.008917607758939,"['Travel', 'Sports', 'Movies', 'Music', 'Cooking', 'Reading', 'Hiking']",Long-term Relationship,Maybe,Bachelor's Degree,Business Owner,55,Weekly
+285,21,Male,5.805488557387173,"['Sports', 'Hiking']",Casual Dating,Maybe,High School,Entrepreneur,78,Monthly
+286,24,Female,4.856047888675416,"['Music', 'Movies', 'Hiking', 'Sports', 'Reading', 'Travel']",Marriage,Maybe,Ph.D.,Social Media Influencer,10,Daily
+287,34,Female,5.670120248420378,"['Reading', 'Hiking', 'Cooking', 'Music', 'Movies', 'Travel', 'Sports']",Friendship,Yes,Ph.D.,Social Media Influencer,98,Daily
+288,35,Male,6.027808208847278,"['Travel', 'Music', 'Sports', 'Cooking', 'Reading', 'Hiking']",Casual Dating,Yes,Ph.D.,Entrepreneur,88,Daily
+289,31,Male,5.716181609825833,"['Sports', 'Hiking', 'Movies']",Casual Dating,Maybe,Master's Degree,Social Media Influencer,61,Weekly
+290,29,Female,6.059507278605977,"['Hiking', 'Music', 'Sports', 'Movies', 'Travel']",Marriage,No,Ph.D.,Teacher,40,Weekly
+291,22,Female,5.250842814873771,"['Cooking', 'Movies', 'Travel', 'Reading', 'Music', 'Hiking']",Long-term Relationship,Maybe,Ph.D.,Teacher,89,Weekly
+292,19,Male,4.814276847052938,"['Cooking', 'Reading', 'Travel', 'Sports', 'Hiking', 'Movies']",Long-term Relationship,Yes,Master's Degree,Social Media Influencer,79,Daily
+293,21,Female,5.321483793948396,['Movies'],Casual Dating,Maybe,High School,Business Owner,72,Daily
+294,33,Female,4.961832935666355,"['Cooking', 'Music', 'Hiking', 'Movies']",Long-term Relationship,No,Bachelor's Degree,Social Media Influencer,40,Daily
+295,34,Female,4.884098148783071,"['Sports', 'Reading', 'Cooking', 'Hiking', 'Movies']",Long-term Relationship,No,High School,Student,32,Weekly
+296,34,Male,5.860086517797081,"['Travel', 'Hiking', 'Music', 'Sports', 'Cooking']",Long-term Relationship,Maybe,Bachelor's Degree,Student,90,Daily
+297,28,Male,5.444011899689306,"['Travel', 'Reading', 'Movies', 'Cooking', 'Hiking']",Friendship,No,Ph.D.,Social Media Influencer,82,Daily
+298,27,Male,5.123087942145297,"['Hiking', 'Cooking']",Casual Dating,Maybe,Ph.D.,Social Media Influencer,22,Weekly
+299,20,Female,5.7704236998649225,"['Travel', 'Cooking', 'Movies', 'Hiking', 'Reading', 'Music']",Long-term Relationship,Maybe,Master's Degree,Doctor,67,Daily
+300,29,Female,5.199828586296504,"['Cooking', 'Reading', 'Music', 'Hiking', 'Travel', 'Sports', 'Movies']",Friendship,Yes,High School,Engineer,73,Daily
+301,34,Male,5.698671292049181,"['Music', 'Cooking']",Friendship,No,High School,Doctor,100,Daily
+302,30,Female,5.750677678308125,"['Cooking', 'Music', 'Movies']",Casual Dating,Yes,High School,Doctor,31,Daily
+303,28,Male,5.486238849495634,"['Hiking', 'Music', 'Cooking', 'Movies']",Friendship,Yes,High School,Doctor,44,Weekly
+304,23,Male,5.1944411221486275,['Movies'],Friendship,No,Bachelor's Degree,Student,41,Weekly
+305,24,Male,5.391177304853223,['Sports'],Long-term Relationship,No,Master's Degree,Student,41,Daily
+306,28,Female,5.658286612171421,"['Reading', 'Hiking', 'Cooking', 'Music', 'Movies', 'Travel', 'Sports']",Marriage,Yes,Master's Degree,Artist,66,Daily
+307,21,Male,5.6376698728701236,"['Travel', 'Reading']",Long-term Relationship,No,Master's Degree,Artist,8,Daily
+308,26,Male,5.85696960711125,"['Reading', 'Hiking', 'Music', 'Movies']",Casual Dating,No,Master's Degree,Teacher,41,Monthly
+309,26,Female,5.903958589415616,"['Movies', 'Cooking']",Long-term Relationship,Maybe,High School,Business Owner,59,Weekly
+310,35,Female,5.109899345151931,['Movies'],Long-term Relationship,Maybe,Bachelor's Degree,Engineer,89,Weekly
+311,24,Female,5.555548923090633,['Hiking'],Friendship,Yes,Master's Degree,Engineer,90,Daily
+312,32,Male,6.084900007474294,"['Hiking', 'Music', 'Cooking', 'Reading', 'Travel']",Casual Dating,Yes,Bachelor's Degree,Entrepreneur,40,Monthly
+313,20,Male,5.3524700253591515,"['Movies', 'Reading', 'Travel', 'Music', 'Hiking']",Friendship,No,Master's Degree,Doctor,22,Monthly
+314,33,Female,5.366572765677472,"['Music', 'Sports', 'Travel']",Friendship,Yes,High School,Business Owner,26,Weekly
+315,21,Male,5.71536321378859,"['Travel', 'Sports', 'Music']",Long-term Relationship,No,Master's Degree,Doctor,66,Weekly
+316,32,Female,5.620802824155517,"['Movies', 'Hiking', 'Music', 'Reading', 'Cooking', 'Sports', 'Travel']",Friendship,Yes,Master's Degree,Business Owner,47,Monthly
+317,27,Female,5.762046926815652,"['Cooking', 'Travel']",Marriage,Maybe,Master's Degree,Business Owner,75,Monthly
+318,26,Male,4.865860265159927,"['Travel', 'Hiking', 'Music', 'Sports', 'Movies', 'Cooking']",Casual Dating,Yes,Bachelor's Degree,Doctor,19,Weekly
+319,24,Female,5.1191516690549035,['Music'],Marriage,Maybe,High School,Teacher,21,Monthly
+320,19,Female,4.959943328578248,"['Sports', 'Music', 'Movies', 'Hiking', 'Reading']",Friendship,Yes,Ph.D.,Entrepreneur,82,Weekly
+321,20,Male,5.6332223785741595,"['Sports', 'Reading', 'Cooking', 'Travel', 'Movies', 'Hiking', 'Music']",Casual Dating,Yes,Master's Degree,Teacher,90,Monthly
+322,20,Female,5.954095644810369,"['Sports', 'Music', 'Hiking', 'Travel', 'Cooking']",Friendship,Maybe,Master's Degree,Student,28,Monthly
+323,30,Male,4.947813538984843,"['Hiking', 'Travel', 'Movies', 'Reading', 'Sports', 'Cooking', 'Music']",Marriage,No,Bachelor's Degree,Student,57,Weekly
+324,25,Female,5.036950362189783,"['Sports', 'Music']",Marriage,Yes,High School,Teacher,86,Daily
+325,31,Female,5.393025548205625,"['Reading', 'Cooking']",Casual Dating,No,Ph.D.,Business Owner,46,Weekly
+326,21,Male,5.460407667246343,"['Travel', 'Reading', 'Hiking', 'Sports', 'Cooking']",Long-term Relationship,No,Bachelor's Degree,Social Media Influencer,26,Monthly
+327,32,Female,4.918010005678624,"['Cooking', 'Sports', 'Music']",Friendship,No,Bachelor's Degree,Engineer,22,Monthly
+328,18,Female,6.088088386950403,['Hiking'],Friendship,Yes,Ph.D.,Artist,8,Daily
+329,31,Male,5.3377283754872265,"['Reading', 'Hiking']",Marriage,Maybe,Bachelor's Degree,Teacher,35,Monthly
+330,19,Female,5.563989223536064,['Cooking'],Friendship,Yes,Ph.D.,Artist,17,Monthly
+331,26,Male,5.28695251999069,"['Cooking', 'Travel', 'Hiking', 'Movies', 'Music']",Friendship,Yes,Master's Degree,Artist,53,Daily
+332,28,Female,5.129517339039074,"['Sports', 'Reading', 'Music', 'Cooking', 'Travel', 'Movies', 'Hiking']",Long-term Relationship,No,High School,Entrepreneur,58,Weekly
+333,32,Female,5.901120532887778,"['Hiking', 'Cooking', 'Reading', 'Movies', 'Sports', 'Travel']",Marriage,Maybe,Bachelor's Degree,Business Owner,53,Daily
+334,33,Male,5.0718915238227265,['Hiking'],Casual Dating,No,High School,Social Media Influencer,70,Weekly
+335,33,Male,5.301561244547253,['Cooking'],Marriage,Yes,Ph.D.,Student,81,Weekly
+336,34,Female,5.220555376954694,"['Hiking', 'Music', 'Movies', 'Cooking', 'Travel']",Friendship,Yes,Ph.D.,Entrepreneur,81,Daily
+337,34,Female,5.318382806400905,"['Music', 'Cooking']",Marriage,Yes,Ph.D.,Entrepreneur,61,Daily
+338,19,Male,5.336495574009001,"['Movies', 'Reading', 'Travel', 'Cooking']",Casual Dating,No,Bachelor's Degree,Doctor,0,Monthly
+339,18,Male,5.775163162647947,"['Hiking', 'Travel', 'Sports', 'Movies']",Friendship,Maybe,Ph.D.,Student,86,Daily
+340,28,Female,4.930011379610073,"['Reading', 'Cooking', 'Travel']",Casual Dating,No,Master's Degree,Teacher,27,Daily
+341,31,Female,4.882197496056552,"['Sports', 'Hiking', 'Movies', 'Music', 'Cooking']",Marriage,Maybe,Ph.D.,Entrepreneur,85,Weekly
+342,25,Male,5.910725978018153,"['Reading', 'Movies']",Marriage,No,High School,Engineer,64,Monthly
+343,19,Male,5.986398863059888,"['Music', 'Travel', 'Movies', 'Cooking', 'Reading', 'Hiking']",Casual Dating,No,Bachelor's Degree,Business Owner,56,Daily
+344,18,Female,5.7990225681555785,"['Reading', 'Music', 'Sports', 'Travel', 'Movies', 'Cooking', 'Hiking']",Marriage,Yes,Ph.D.,Student,100,Weekly
+345,30,Male,5.038961497733847,"['Travel', 'Movies', 'Cooking', 'Reading']",Casual Dating,Yes,High School,Entrepreneur,2,Daily
+346,25,Male,5.1134457573622,"['Hiking', 'Travel', 'Reading', 'Movies']",Friendship,Yes,High School,Engineer,3,Daily
+347,26,Female,4.884820555365342,"['Sports', 'Movies']",Long-term Relationship,No,Ph.D.,Teacher,47,Daily
+348,34,Male,5.162213388360533,['Sports'],Friendship,No,Master's Degree,Engineer,9,Monthly
+349,29,Female,5.477402985728282,"['Reading', 'Travel']",Casual Dating,Maybe,High School,Teacher,15,Daily
+350,23,Male,5.724484190703827,"['Music', 'Reading', 'Hiking']",Friendship,Maybe,Ph.D.,Student,100,Monthly
+351,27,Female,4.8357114815735285,"['Reading', 'Sports', 'Travel']",Marriage,Maybe,Master's Degree,Engineer,31,Monthly
+352,33,Male,5.116988741845175,"['Travel', 'Hiking', 'Music', 'Cooking', 'Sports', 'Reading']",Friendship,Yes,High School,Business Owner,18,Weekly
+353,19,Male,4.98639838300983,"['Reading', 'Sports']",Marriage,Maybe,Bachelor's Degree,Student,0,Daily
+354,35,Male,4.943921999273743,"['Movies', 'Reading', 'Hiking']",Marriage,Maybe,High School,Teacher,76,Monthly
+355,33,Female,5.833852818413206,"['Travel', 'Music', 'Hiking', 'Sports']",Marriage,Yes,Ph.D.,Teacher,67,Monthly
+356,18,Male,4.807386362642154,"['Sports', 'Cooking', 'Music', 'Reading', 'Hiking', 'Travel']",Long-term Relationship,Yes,Master's Degree,Business Owner,36,Daily
+357,19,Female,5.273085759854821,"['Cooking', 'Travel', 'Reading']",Friendship,No,Bachelor's Degree,Entrepreneur,59,Daily
+358,25,Male,5.571340947419721,"['Cooking', 'Travel', 'Reading']",Friendship,Yes,High School,Business Owner,98,Weekly
+359,23,Female,5.150213099051647,"['Music', 'Cooking']",Long-term Relationship,Maybe,Bachelor's Degree,Student,48,Weekly
+360,25,Female,4.9010192354017414,"['Music', 'Reading', 'Cooking', 'Hiking', 'Sports']",Long-term Relationship,No,High School,Teacher,68,Monthly
+361,32,Female,5.636054776813026,"['Cooking', 'Travel', 'Sports', 'Reading', 'Movies', 'Music', 'Hiking']",Friendship,Yes,Bachelor's Degree,Social Media Influencer,25,Weekly
+362,26,Female,6.074940640183215,"['Movies', 'Music']",Long-term Relationship,No,High School,Artist,47,Daily
+363,31,Female,5.256868020962532,['Travel'],Friendship,Yes,High School,Social Media Influencer,64,Daily
+364,35,Female,5.9483866566666785,"['Travel', 'Sports']",Long-term Relationship,No,Ph.D.,Entrepreneur,23,Monthly
+365,35,Male,4.852049087653746,"['Cooking', 'Reading', 'Hiking', 'Movies', 'Travel']",Marriage,Maybe,Bachelor's Degree,Teacher,11,Weekly
+366,29,Female,4.995185360554316,['Movies'],Long-term Relationship,No,Master's Degree,Business Owner,19,Monthly
+367,32,Female,5.879703074331394,"['Movies', 'Hiking', 'Reading', 'Sports', 'Music']",Casual Dating,No,Bachelor's Degree,Social Media Influencer,17,Daily
+368,26,Female,5.220768510699712,"['Reading', 'Cooking', 'Movies', 'Music', 'Hiking', 'Travel']",Friendship,No,Ph.D.,Teacher,10,Monthly
+369,34,Female,5.568867346282476,"['Sports', 'Cooking', 'Music', 'Travel', 'Reading']",Long-term Relationship,Maybe,Bachelor's Degree,Social Media Influencer,44,Daily
+370,18,Male,5.964180263343535,"['Reading', 'Hiking', 'Music', 'Travel', 'Movies', 'Sports', 'Cooking']",Long-term Relationship,Yes,Bachelor's Degree,Student,86,Monthly
+371,35,Female,5.226599408239342,"['Movies', 'Travel', 'Hiking', 'Reading']",Friendship,Maybe,Master's Degree,Artist,32,Daily
+372,33,Male,5.75379065493842,"['Movies', 'Travel', 'Cooking']",Marriage,Yes,Master's Degree,Entrepreneur,69,Monthly
+373,21,Male,5.674439366299826,"['Reading', 'Travel']",Marriage,Yes,Ph.D.,Teacher,97,Monthly
+374,23,Female,5.72445614522019,"['Movies', 'Sports', 'Reading']",Long-term Relationship,Maybe,Bachelor's Degree,Student,89,Monthly
+375,20,Female,4.981679039746016,"['Reading', 'Cooking', 'Hiking']",Casual Dating,Yes,Ph.D.,Artist,58,Monthly
+376,25,Male,5.876485839975889,['Travel'],Friendship,Yes,High School,Business Owner,38,Monthly
+377,26,Male,5.9374790673548015,['Reading'],Friendship,Maybe,Master's Degree,Artist,99,Weekly
+378,32,Female,5.356267659846884,"['Movies', 'Sports', 'Travel', 'Music']",Long-term Relationship,Maybe,Master's Degree,Engineer,97,Daily
+379,23,Male,5.295849431377151,"['Travel', 'Sports', 'Reading', 'Music', 'Cooking']",Casual Dating,Maybe,Ph.D.,Social Media Influencer,50,Weekly
+380,22,Male,5.158546759541486,"['Music', 'Cooking', 'Sports']",Marriage,No,High School,Entrepreneur,18,Daily
+381,34,Male,5.506649190736336,"['Hiking', 'Reading', 'Sports', 'Movies', 'Travel']",Long-term Relationship,No,Bachelor's Degree,Business Owner,74,Weekly
+382,31,Female,5.827281925235032,"['Movies', 'Travel', 'Hiking', 'Cooking']",Long-term Relationship,Maybe,Master's Degree,Social Media Influencer,69,Monthly
+383,28,Male,6.020036731726036,"['Hiking', 'Cooking', 'Movies', 'Reading', 'Music']",Friendship,Yes,High School,Business Owner,84,Monthly
+384,34,Female,5.81458908611548,"['Sports', 'Movies']",Casual Dating,Maybe,Ph.D.,Artist,22,Daily
+385,32,Female,5.396885032705019,"['Movies', 'Reading', 'Travel', 'Sports', 'Cooking']",Friendship,Yes,Ph.D.,Engineer,59,Weekly
+386,30,Female,5.927460775076671,"['Hiking', 'Reading']",Long-term Relationship,No,High School,Artist,47,Monthly
+387,23,Female,5.876620998204704,"['Reading', 'Sports', 'Music', 'Travel']",Marriage,Yes,High School,Student,51,Weekly
+388,18,Male,4.907468265702903,"['Music', 'Hiking', 'Movies', 'Sports', 'Cooking', 'Reading']",Casual Dating,No,Master's Degree,Student,38,Monthly
+389,33,Male,5.955841564717981,"['Reading', 'Movies', 'Sports', 'Cooking', 'Music', 'Travel']",Casual Dating,Maybe,Master's Degree,Business Owner,10,Weekly
+390,23,Male,4.894704938284262,"['Reading', 'Hiking', 'Sports', 'Music', 'Cooking']",Marriage,No,Master's Degree,Student,59,Weekly
+391,27,Female,5.669972936244074,"['Music', 'Travel', 'Movies', 'Hiking', 'Cooking', 'Reading']",Friendship,No,Bachelor's Degree,Social Media Influencer,64,Daily
+392,33,Female,5.1557956896796835,"['Travel', 'Sports', 'Hiking', 'Music']",Long-term Relationship,Yes,Master's Degree,Teacher,63,Monthly
+393,34,Male,5.5207426200503615,"['Music', 'Hiking']",Long-term Relationship,Yes,Bachelor's Degree,Social Media Influencer,29,Daily
+394,19,Male,5.595356362887191,"['Sports', 'Reading', 'Music', 'Hiking', 'Travel']",Casual Dating,No,High School,Artist,8,Weekly
+395,31,Male,5.057955617472578,"['Reading', 'Travel', 'Cooking', 'Sports', 'Movies']",Marriage,No,High School,Doctor,31,Monthly
+396,24,Male,5.539935244269399,['Reading'],Marriage,Yes,Ph.D.,Social Media Influencer,45,Daily
+397,32,Female,5.43622465467514,"['Reading', 'Sports', 'Travel']",Casual Dating,Maybe,Master's Degree,Student,11,Weekly
+398,18,Male,5.147421880850754,"['Cooking', 'Reading', 'Sports', 'Movies', 'Hiking', 'Travel', 'Music']",Casual Dating,Yes,Master's Degree,Social Media Influencer,52,Daily
+399,28,Male,5.329771249216676,"['Music', 'Sports', 'Travel', 'Hiking', 'Reading', 'Movies']",Casual Dating,Maybe,Master's Degree,Doctor,68,Weekly
+400,24,Female,6.050624406930307,"['Travel', 'Hiking', 'Music']",Casual Dating,Maybe,High School,Social Media Influencer,48,Weekly
+401,29,Female,5.0223318083650454,"['Movies', 'Reading', 'Music', 'Sports', 'Hiking']",Casual Dating,Yes,High School,Artist,38,Daily
+402,30,Female,5.968499704416064,"['Travel', 'Cooking', 'Reading', 'Movies']",Marriage,Maybe,Bachelor's Degree,Social Media Influencer,8,Weekly
+403,34,Male,5.002235402179177,['Music'],Casual Dating,Yes,Master's Degree,Student,23,Weekly
+404,30,Male,5.142763427940999,"['Hiking', 'Music', 'Reading', 'Travel']",Marriage,No,Bachelor's Degree,Engineer,76,Daily
+405,33,Female,6.084591008886193,['Cooking'],Marriage,No,Master's Degree,Social Media Influencer,47,Monthly
+406,29,Male,5.41650356164774,"['Reading', 'Cooking', 'Music', 'Sports', 'Hiking']",Casual Dating,Maybe,High School,Business Owner,89,Daily
+407,21,Male,5.113810398832299,['Travel'],Friendship,Yes,Bachelor's Degree,Entrepreneur,42,Monthly
+408,33,Male,5.225140383508275,"['Movies', 'Travel', 'Hiking']",Casual Dating,Yes,High School,Doctor,55,Daily
+409,27,Female,5.101953572238962,"['Movies', 'Reading', 'Sports', 'Cooking', 'Music', 'Hiking', 'Travel']",Casual Dating,Yes,Bachelor's Degree,Social Media Influencer,2,Weekly
+410,28,Male,5.173154487049304,"['Movies', 'Travel', 'Cooking']",Marriage,Maybe,Bachelor's Degree,Business Owner,25,Weekly
+411,33,Female,5.686838508259666,"['Music', 'Hiking', 'Movies', 'Reading']",Casual Dating,Yes,High School,Social Media Influencer,92,Daily
+412,35,Male,6.003969467217214,"['Movies', 'Cooking', 'Hiking', 'Music', 'Travel']",Casual Dating,No,Ph.D.,Social Media Influencer,41,Daily
+413,20,Female,4.900674866948732,"['Sports', 'Travel', 'Music', 'Cooking', 'Hiking', 'Movies']",Casual Dating,Maybe,Bachelor's Degree,Social Media Influencer,91,Weekly
+414,29,Male,4.988495709151781,"['Hiking', 'Sports']",Marriage,No,Bachelor's Degree,Teacher,12,Daily
+415,18,Male,4.892994276022338,"['Reading', 'Sports', 'Hiking', 'Travel']",Casual Dating,No,Bachelor's Degree,Doctor,31,Weekly
+416,25,Male,5.767008434109128,"['Travel', 'Reading', 'Sports', 'Movies']",Casual Dating,Maybe,Master's Degree,Business Owner,88,Daily
+417,18,Male,5.512904350653029,"['Hiking', 'Travel']",Casual Dating,Yes,High School,Social Media Influencer,67,Monthly
+418,20,Female,6.0304019547960905,"['Reading', 'Cooking', 'Movies', 'Sports', 'Music', 'Hiking', 'Travel']",Casual Dating,Maybe,High School,Engineer,19,Weekly
+419,22,Female,5.3901931893250365,['Music'],Marriage,No,Bachelor's Degree,Entrepreneur,51,Weekly
+420,31,Male,5.627201836755997,"['Music', 'Reading', 'Hiking', 'Cooking', 'Sports', 'Movies', 'Travel']",Marriage,No,Master's Degree,Artist,51,Monthly
+421,18,Female,5.74154266029467,"['Reading', 'Music', 'Travel', 'Cooking', 'Hiking', 'Sports', 'Movies']",Marriage,Maybe,Bachelor's Degree,Doctor,26,Monthly
+422,18,Male,4.903840990361152,"['Travel', 'Cooking', 'Reading', 'Hiking', 'Music']",Long-term Relationship,Maybe,Ph.D.,Business Owner,25,Weekly
+423,30,Male,5.86932210973125,"['Movies', 'Travel', 'Reading', 'Hiking', 'Sports', 'Music', 'Cooking']",Long-term Relationship,Maybe,Bachelor's Degree,Business Owner,70,Daily
+424,30,Male,4.877141147744112,"['Music', 'Cooking', 'Hiking']",Long-term Relationship,No,High School,Student,84,Monthly
+425,32,Male,5.02106132447958,"['Movies', 'Music', 'Cooking', 'Hiking', 'Travel']",Long-term Relationship,No,Bachelor's Degree,Social Media Influencer,7,Weekly
+426,23,Male,5.697425284315747,['Music'],Friendship,No,Master's Degree,Doctor,21,Weekly
+427,27,Female,5.963055355816916,"['Sports', 'Reading', 'Travel', 'Music', 'Movies']",Casual Dating,No,High School,Social Media Influencer,41,Weekly
+428,32,Female,5.84455365325489,"['Reading', 'Music', 'Sports', 'Movies', 'Travel']",Long-term Relationship,Yes,High School,Engineer,2,Daily
+429,21,Male,5.783840347755978,"['Sports', 'Music', 'Reading', 'Movies', 'Cooking', 'Hiking', 'Travel']",Long-term Relationship,No,Bachelor's Degree,Social Media Influencer,97,Weekly
+430,25,Male,4.897640422278836,"['Music', 'Travel', 'Cooking', 'Movies', 'Sports', 'Hiking', 'Reading']",Long-term Relationship,Yes,High School,Artist,82,Daily
+431,27,Male,5.573322959829147,"['Cooking', 'Music', 'Travel', 'Reading', 'Movies', 'Sports', 'Hiking']",Friendship,Yes,Bachelor's Degree,Teacher,25,Weekly
+432,24,Female,5.9712313913239266,"['Movies', 'Cooking']",Marriage,Yes,High School,Artist,12,Monthly
+433,23,Male,5.2242026539182636,"['Sports', 'Cooking', 'Reading', 'Travel']",Long-term Relationship,No,Bachelor's Degree,Artist,48,Monthly
+434,20,Female,5.336642021992896,"['Movies', 'Sports', 'Music', 'Hiking', 'Cooking']",Long-term Relationship,No,Bachelor's Degree,Doctor,21,Weekly
+435,25,Male,6.063259013267587,"['Sports', 'Travel', 'Hiking', 'Cooking']",Marriage,No,High School,Entrepreneur,55,Daily
+436,35,Female,5.3713299622778425,"['Cooking', 'Travel', 'Hiking']",Long-term Relationship,No,High School,Artist,40,Daily
+437,30,Female,5.529612882527528,"['Sports', 'Hiking', 'Movies', 'Music', 'Travel', 'Cooking']",Casual Dating,No,Bachelor's Degree,Doctor,34,Daily
+438,27,Male,5.870307747442626,"['Music', 'Movies', 'Sports', 'Cooking']",Casual Dating,Yes,Ph.D.,Artist,77,Monthly
+439,32,Male,5.56838148548119,"['Cooking', 'Travel', 'Music', 'Sports']",Friendship,No,High School,Student,6,Monthly
+440,31,Male,5.985359614691633,"['Movies', 'Travel', 'Hiking', 'Reading', 'Cooking', 'Music']",Long-term Relationship,Yes,Bachelor's Degree,Business Owner,30,Weekly
+441,35,Male,5.8548070671875205,"['Reading', 'Cooking', 'Movies', 'Travel', 'Hiking', 'Music']",Long-term Relationship,Yes,High School,Business Owner,56,Daily
+442,27,Female,5.829784745371135,"['Music', 'Sports', 'Hiking', 'Movies', 'Travel', 'Cooking']",Long-term Relationship,No,Ph.D.,Teacher,65,Daily
+443,24,Female,5.601257243284415,"['Sports', 'Travel', 'Hiking', 'Cooking']",Marriage,Maybe,Master's Degree,Artist,37,Monthly
+444,35,Male,5.825348580823322,"['Movies', 'Cooking']",Long-term Relationship,No,High School,Social Media Influencer,44,Monthly
+445,24,Female,5.871606630120891,['Sports'],Marriage,No,Master's Degree,Business Owner,89,Daily
+446,27,Male,6.008427747410113,"['Movies', 'Travel', 'Music', 'Hiking']",Marriage,Yes,High School,Artist,54,Monthly
+447,35,Female,4.956751259497957,['Travel'],Casual Dating,Yes,Bachelor's Degree,Social Media Influencer,89,Daily
+448,33,Male,5.104414354779417,"['Music', 'Sports', 'Movies', 'Cooking', 'Reading']",Friendship,No,Bachelor's Degree,Social Media Influencer,38,Daily
+449,33,Female,5.738179236631131,"['Travel', 'Cooking', 'Movies', 'Sports']",Friendship,Maybe,Bachelor's Degree,Entrepreneur,98,Daily
+450,23,Male,5.862896499613324,"['Cooking', 'Sports', 'Music', 'Travel']",Long-term Relationship,Yes,Ph.D.,Engineer,81,Daily
+451,19,Female,4.858694354541918,"['Reading', 'Music', 'Cooking', 'Hiking', 'Travel', 'Sports', 'Movies']",Friendship,Maybe,Ph.D.,Artist,79,Weekly
+452,18,Female,5.076509496912218,"['Travel', 'Reading', 'Sports', 'Movies']",Casual Dating,Maybe,Master's Degree,Entrepreneur,39,Weekly
+453,18,Female,4.9689545959233055,"['Sports', 'Movies', 'Reading']",Casual Dating,No,Bachelor's Degree,Engineer,3,Monthly
+454,29,Male,4.879531000242824,['Music'],Marriage,No,Bachelor's Degree,Business Owner,56,Daily
+455,28,Female,5.432579803560374,['Sports'],Casual Dating,Maybe,High School,Artist,39,Monthly
+456,29,Male,5.642158651806679,"['Cooking', 'Hiking', 'Sports', 'Travel', 'Music', 'Movies', 'Reading']",Marriage,Maybe,Ph.D.,Student,69,Monthly
+457,23,Female,5.878152373160889,"['Sports', 'Cooking']",Long-term Relationship,Yes,Ph.D.,Doctor,0,Daily
+458,20,Female,5.821051768380995,"['Reading', 'Music', 'Movies', 'Hiking', 'Cooking']",Long-term Relationship,Yes,High School,Engineer,36,Daily
+459,23,Female,5.424539268487437,"['Cooking', 'Hiking', 'Travel', 'Sports', 'Movies', 'Reading']",Marriage,Maybe,Bachelor's Degree,Entrepreneur,52,Weekly
+460,19,Male,5.732838835274594,"['Hiking', 'Sports', 'Reading', 'Travel', 'Music', 'Movies']",Long-term Relationship,No,Master's Degree,Engineer,16,Monthly
+461,24,Male,5.546477303149657,"['Travel', 'Cooking', 'Sports', 'Hiking', 'Music', 'Reading', 'Movies']",Long-term Relationship,No,Ph.D.,Artist,82,Daily
+462,34,Male,5.956946699549064,"['Travel', 'Reading', 'Movies', 'Music', 'Sports', 'Cooking']",Marriage,Yes,Ph.D.,Entrepreneur,7,Daily
+463,33,Female,5.234862313696753,"['Hiking', 'Music', 'Cooking', 'Travel', 'Movies', 'Sports']",Long-term Relationship,Maybe,High School,Entrepreneur,89,Monthly
+464,29,Female,5.150731819668575,"['Sports', 'Reading', 'Travel', 'Cooking', 'Movies', 'Music', 'Hiking']",Friendship,Maybe,High School,Engineer,44,Monthly
+465,19,Male,5.858339495073263,"['Travel', 'Reading', 'Movies', 'Sports', 'Music']",Friendship,Yes,High School,Artist,11,Weekly
+466,21,Male,5.971714431996626,"['Hiking', 'Movies', 'Travel', 'Cooking', 'Sports']",Casual Dating,Maybe,Bachelor's Degree,Artist,55,Weekly
+467,35,Female,4.941351112698954,"['Sports', 'Reading', 'Movies', 'Travel', 'Hiking']",Friendship,Maybe,Master's Degree,Doctor,70,Monthly
+468,26,Female,5.654386029601784,"['Reading', 'Sports', 'Hiking', 'Movies', 'Travel', 'Cooking', 'Music']",Casual Dating,No,Ph.D.,Teacher,79,Monthly
+469,34,Male,5.714071886037004,"['Hiking', 'Movies', 'Music']",Long-term Relationship,Yes,Ph.D.,Engineer,1,Monthly
+470,35,Female,5.322984522319579,"['Travel', 'Hiking', 'Sports', 'Movies', 'Music', 'Reading']",Casual Dating,Maybe,High School,Engineer,30,Weekly
+471,21,Male,5.4661559596268665,"['Sports', 'Cooking', 'Reading', 'Travel', 'Music']",Long-term Relationship,Yes,Master's Degree,Business Owner,15,Monthly
+472,33,Male,5.222649844514536,"['Sports', 'Travel', 'Reading']",Casual Dating,No,Master's Degree,Business Owner,1,Daily
+473,29,Female,4.8748999291636155,"['Music', 'Reading']",Friendship,Yes,Master's Degree,Engineer,37,Weekly
+474,20,Female,4.911462817990523,"['Movies', 'Cooking', 'Music', 'Hiking', 'Reading']",Long-term Relationship,No,High School,Engineer,12,Weekly
+475,29,Female,5.840746477501855,['Sports'],Long-term Relationship,Maybe,Bachelor's Degree,Artist,60,Weekly
+476,28,Female,5.2949187816716625,"['Sports', 'Music', 'Movies', 'Reading']",Marriage,Maybe,High School,Doctor,90,Weekly
+477,18,Female,5.822459192851687,"['Music', 'Travel']",Friendship,Maybe,Ph.D.,Doctor,77,Weekly
+478,29,Female,5.414860111283044,"['Hiking', 'Sports', 'Travel', 'Music', 'Reading', 'Cooking', 'Movies']",Long-term Relationship,Yes,Master's Degree,Engineer,14,Weekly
+479,19,Female,5.238033243001804,"['Travel', 'Hiking', 'Music', 'Cooking', 'Sports', 'Reading', 'Movies']",Casual Dating,No,Master's Degree,Business Owner,56,Monthly
+480,35,Female,5.056984588417015,"['Sports', 'Music', 'Hiking', 'Movies', 'Reading', 'Cooking']",Long-term Relationship,No,Bachelor's Degree,Social Media Influencer,11,Monthly
+481,29,Male,5.365452177692091,"['Cooking', 'Sports', 'Hiking']",Casual Dating,Maybe,Master's Degree,Social Media Influencer,63,Daily
+482,20,Female,5.000708087088841,['Sports'],Friendship,Yes,High School,Doctor,27,Monthly
+483,28,Female,6.0089302866053185,"['Music', 'Movies', 'Hiking', 'Travel']",Casual Dating,No,Master's Degree,Teacher,3,Daily
+484,28,Male,5.333743555369965,"['Cooking', 'Travel', 'Music', 'Movies', 'Reading', 'Sports']",Marriage,Maybe,Bachelor's Degree,Entrepreneur,45,Daily
+485,25,Male,4.878404804605666,"['Cooking', 'Movies', 'Reading', 'Sports', 'Hiking', 'Travel']",Marriage,No,Ph.D.,Entrepreneur,75,Monthly
+486,32,Female,5.94495993720775,"['Movies', 'Music', 'Travel']",Casual Dating,No,Ph.D.,Business Owner,35,Monthly
+487,24,Female,4.8569595635197444,"['Music', 'Reading']",Friendship,Yes,Bachelor's Degree,Artist,94,Weekly
+488,35,Male,5.693979760229115,"['Music', 'Sports', 'Travel', 'Reading', 'Movies', 'Hiking', 'Cooking']",Casual Dating,Yes,High School,Social Media Influencer,98,Weekly
+489,33,Male,5.554938815660047,"['Travel', 'Hiking', 'Reading', 'Sports', 'Music', 'Movies', 'Cooking']",Casual Dating,Maybe,Bachelor's Degree,Doctor,30,Weekly
+490,30,Female,5.250454331673748,"['Sports', 'Music', 'Travel']",Friendship,Yes,Bachelor's Degree,Teacher,56,Weekly
+491,32,Female,5.66066075475548,"['Reading', 'Travel', 'Movies', 'Sports', 'Music', 'Cooking', 'Hiking']",Casual Dating,Maybe,Master's Degree,Social Media Influencer,47,Daily
+492,33,Female,5.920030515983333,['Reading'],Long-term Relationship,No,High School,Engineer,89,Monthly
+493,34,Male,5.448385544713751,['Cooking'],Marriage,Maybe,Ph.D.,Student,3,Daily
+494,18,Male,5.835959520330714,"['Cooking', 'Reading', 'Hiking', 'Sports', 'Travel', 'Movies']",Marriage,Maybe,Master's Degree,Business Owner,96,Daily
+495,34,Male,5.073670132120792,"['Hiking', 'Cooking']",Long-term Relationship,Maybe,Bachelor's Degree,Social Media Influencer,12,Daily
+496,27,Male,5.3166852321531595,"['Hiking', 'Sports', 'Travel']",Marriage,No,Bachelor's Degree,Entrepreneur,92,Daily
+497,30,Female,5.070365365403131,"['Hiking', 'Reading', 'Travel', 'Sports', 'Music', 'Cooking', 'Movies']",Marriage,No,High School,Social Media Influencer,65,Daily
+498,33,Male,4.871726575561797,"['Music', 'Reading', 'Movies', 'Cooking', 'Sports', 'Hiking', 'Travel']",Marriage,No,Bachelor's Degree,Engineer,93,Daily
+499,32,Male,5.647436260972559,"['Hiking', 'Reading', 'Movies', 'Sports']",Marriage,Maybe,High School,Business Owner,71,Monthly
+500,24,Male,5.651540591506323,"['Music', 'Travel', 'Cooking', 'Sports', 'Hiking', 'Reading']",Friendship,Maybe,Ph.D.,Doctor,77,Monthly

requirements.txt

@@ -0,0 +1 @@
+streamlit