Spaces:
Running
Running
Commit ·
53298f7
1
Parent(s): f3bba9d
init
Browse files- app.py +137 -0
- data/demographics_sampled.csv +51 -0
- data/poi_sampled.csv +660 -0
- data/stay_points_sampled.csv +0 -0
- requirements.txt +3 -0
app.py
ADDED
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@@ -0,0 +1,137 @@
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| 1 |
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import gradio as gr
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| 2 |
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import pandas as pd
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| 3 |
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import folium
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import ast
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# ── Data paths ──────────────────────────────────────────────────────────────
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STAY_POINTS = "data/demographics_sampled.csv"
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POI_PATH = "data/poi_sampled.csv"
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DEMO_PATH = "data/demographics_sampled.csv"
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AGE_MAP = {1:"<18", 2:"18-24", 3:"25-34", 4:"35-44", 5:"45-54", 6:"55-64", 7:"65+"}
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SEX_MAP = {1:"Male", 2:"Female"}
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EDU_MAP = {1:"No HS", 2:"HS Grad", 3:"Some College", 4:"Bachelor's", 5:"Graduate"}
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INC_MAP = {1:"<$10k", 2:"$10-15k", 3:"$15-25k", 4:"$25-35k", 5:"$35-50k",
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6:"$50-75k", 7:"$75-100k", 8:"$100-125k", 9:"$125-150k", 10:">$150k"}
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# ── Load data ────────────────────────────────────────────────────────────────
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print("Loading data...")
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sp = pd.read_csv(STAY_POINTS, nrows=200000)
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poi = pd.read_csv(POI_PATH)
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demo = pd.read_csv(DEMO_PATH)
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# parse act_types string like "[ 2 15]" → list
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def parse_act(x):
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try:
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return list(map(int, str(x).strip("[]").split()))
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except:
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return []
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poi["act_types"] = poi["act_types"].apply(parse_act)
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# join stay_points with poi
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sp = sp.merge(poi, on="poi_id", how="left")
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sp["start_datetime"] = pd.to_datetime(sp["start_datetime"], utc=True)
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sp["end_datetime"] = pd.to_datetime(sp["end_datetime"], utc=True)
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sp["duration_min"] = ((sp["end_datetime"] - sp["start_datetime"]).dt.total_seconds() / 60).round(1)
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# pick 30 sample agents
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sample_agents = sorted(sp["agent_id"].value_counts().head(30).index.tolist())
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print(f"Loaded. Sample agents: {sample_agents[:5]}...")
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# ── Core functions ───────────────────────────────────────────────────────────
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def get_agent_data(agent_id):
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agent_sp = sp[sp["agent_id"] == agent_id].sort_values("start_datetime")
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agent_demo = demo[demo["agent_id"] == agent_id].iloc[0]
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return agent_sp, agent_demo
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def build_map(agent_sp):
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lat = agent_sp["latitude"].mean()
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lon = agent_sp["longitude"].mean()
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m = folium.Map(location=[lat, lon], zoom_start=12, tiles="CartoDB positron")
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# trajectory line
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coords = list(zip(agent_sp["latitude"], agent_sp["longitude"]))
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if len(coords) > 1:
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folium.PolyLine(coords, color="#4f86c6", weight=2, opacity=0.6).add_to(m)
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# markers
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for i, row in agent_sp.iterrows():
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folium.CircleMarker(
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location=[row["latitude"], row["longitude"]],
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radius=6,
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color="#e05c5c",
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fill=True,
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fill_opacity=0.8,
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popup=folium.Popup(
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f"<b>{row['name']}</b><br>{row['start_datetime'].strftime('%a %m/%d %H:%M')}<br>{row['duration_min']} min",
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max_width=200
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)
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).add_to(m)
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return m.get_root().render()
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def build_poi_sequence(agent_sp):
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lines = []
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for _, row in agent_sp.iterrows():
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dt = row["start_datetime"]
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lines.append(
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f"{dt.strftime('%a %m/%d')} {dt.strftime('%H:%M')}–{row['end_datetime'].strftime('%H:%M')}"
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f" ({int(row['duration_min'])} min) | {row['name']} | act:{row['act_types']}"
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)
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return "\n".join(lines)
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def build_demo_text(agent_demo):
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return (
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f"Age: {AGE_MAP.get(agent_demo['age'], agent_demo['age'])} | "
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f"Sex: {SEX_MAP.get(agent_demo['sex'], agent_demo['sex'])} | "
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f"Education: {EDU_MAP.get(agent_demo['education'], agent_demo['education'])} | "
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f"Income: {INC_MAP.get(agent_demo['hh_income'], agent_demo['hh_income'])}"
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)
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def on_select(agent_id):
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agent_sp, agent_demo = get_agent_data(int(agent_id))
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map_html = build_map(agent_sp)
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| 100 |
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poi_seq = build_poi_sequence(agent_sp)
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demo_text = build_demo_text(agent_demo)
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return map_html, poi_seq, demo_text
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# ── UI ───────────────────────────────────────────────────────────────────────
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with gr.Blocks(title="HiCoTraj Demo", theme=gr.themes.Soft()) as demo_app:
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gr.Markdown("## HiCoTraj: Trajectory Visualization")
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with gr.Row():
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agent_dropdown = gr.Dropdown(
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| 111 |
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choices=[str(a) for a in sample_agents],
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label="Select Agent",
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value=str(sample_agents[0])
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)
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demo_label = gr.Textbox(label="Ground Truth Demographics", interactive=False)
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| 117 |
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with gr.Row():
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map_out = gr.HTML(label="Trajectory Map")
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with gr.Row():
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poi_out = gr.Textbox(label="POI Sequence", lines=20, interactive=False)
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| 123 |
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agent_dropdown.change(
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| 124 |
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fn=on_select,
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| 125 |
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inputs=agent_dropdown,
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outputs=[map_out, poi_out, demo_label]
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| 127 |
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)
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| 128 |
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| 129 |
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# load first agent on startup
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| 130 |
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demo_app.load(
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| 131 |
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fn=on_select,
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| 132 |
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inputs=agent_dropdown,
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| 133 |
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outputs=[map_out, poi_out, demo_label]
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| 134 |
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)
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| 135 |
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| 136 |
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if __name__ == "__main__":
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| 137 |
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demo_app.launch()
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data/demographics_sampled.csv
ADDED
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@@ -0,0 +1,51 @@
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| 1 |
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agent_id,sex,age,race,education,hh_income
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| 2 |
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2335,2,73,1,4,9
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| 3 |
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4894,2,33,1,2,5
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| 4 |
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5166,1,59,1,3,3
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| 5 |
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6767,2,76,1,5,6
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| 6 |
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11417,2,68,2,2,2
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| 7 |
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17579,2,65,1,2,5
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| 8 |
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19546,2,16,1,1,4
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| 9 |
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30359,1,65,1,5,9
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| 10 |
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30481,1,27,1,2,4
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| 11 |
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30657,2,60,1,4,10
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| 12 |
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38601,2,49,1,5,1
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| 13 |
+
45268,2,62,1,3,1
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| 14 |
+
46489,2,39,1,4,3
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| 15 |
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58814,1,47,1,3,10
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| 16 |
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60386,1,30,6,2,1
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| 17 |
+
65660,1,59,2,3,2
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| 18 |
+
70333,2,65,1,4,3
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| 19 |
+
77839,2,23,1,4,7
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| 20 |
+
83532,2,57,1,3,9
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| 21 |
+
92141,1,62,1,3,4
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| 22 |
+
93746,2,56,1,2,7
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| 23 |
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95344,2,48,1,3,10
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| 24 |
+
97932,1,14,6,1,6
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| 25 |
+
104670,2,70,1,3,2
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| 26 |
+
109119,1,46,4,2,2
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| 27 |
+
115340,1,63,1,3,8
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| 28 |
+
118928,2,72,1,3,2
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| 29 |
+
120332,1,75,1,3,6
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| 30 |
+
124042,2,63,3,5,10
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| 31 |
+
127629,2,55,3,5,10
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| 32 |
+
138081,1,62,1,1,1
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| 33 |
+
138466,1,75,3,4,1
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| 34 |
+
142492,2,66,1,3,7
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| 35 |
+
143922,2,78,1,3,6
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| 36 |
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145413,2,28,3,5,8
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| 37 |
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151854,2,76,1,3,3
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| 38 |
+
157181,1,64,1,3,6
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| 39 |
+
159624,2,67,1,4,4
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| 40 |
+
163484,2,62,1,3,4
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| 41 |
+
163909,2,41,1,3,5
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| 42 |
+
164867,1,61,1,2,3
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| 43 |
+
167474,1,58,2,5,9
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| 44 |
+
167615,1,70,1,5,8
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| 45 |
+
168092,1,82,1,4,8
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| 46 |
+
171317,2,61,1,3,9
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| 47 |
+
172732,1,61,1,4,7
|
| 48 |
+
177180,2,21,1,3,5
|
| 49 |
+
177312,1,30,3,5,8
|
| 50 |
+
178700,1,66,2,3,7
|
| 51 |
+
193242,1,70,1,4,5
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data/poi_sampled.csv
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| 1 |
+
poi_id,name,latitude,longitude,act_types
|
| 2 |
+
111,Velaslavasay Panorama,33.72273012425051,-118.30182351145322,[2 9]
|
| 3 |
+
1262,YOUR Images,33.7715206459912,-118.39538157683928,[ 2 5 7 15]
|
| 4 |
+
4363,SAS Shoes Torrance,33.7950730771244,-118.3360678933396,[ 2 5 7 15]
|
| 5 |
+
4663,Lunasia Dim Sum House Torrance,33.79128197756946,-118.32957665662614,[2 7]
|
| 6 |
+
4824,Panchos Auto Repair,33.790349647744,-118.27234349804075,[ 2 5 7 15]
|
| 7 |
+
5432,Russos Screen Service,33.736199694996266,-118.2899543685124,[ 2 5 7 15]
|
| 8 |
+
6126,Hawthorne / Newton,33.79990398678724,-118.3508535192897,[ 7 10 2 15]
|
| 9 |
+
7106,Leap & Bound Academy,33.8086781906961,-118.3515715066289,[2 9]
|
| 10 |
+
7511,Zebulon,33.737637545210504,-118.30924552671009,[ 2 8 15]
|
| 11 |
+
9133,Sherwin-Williams Commercial Paint Store,33.78135402330924,-118.21013092414432,[ 2 5 7 15]
|
| 12 |
+
10171,Sunshine Fitness,33.77754091301976,-118.18537367167151,[ 2 10 15]
|
| 13 |
+
10824,7th street Long Beach Organic,33.775026348248275,-118.19612173364706,[ 2 9 10]
|
| 14 |
+
10966,C / Fries,33.772450775516766,-118.26423767335297,[ 7 10 2 15]
|
| 15 |
+
11243,Easy & 27th SW,33.80605807511168,-118.21031292942084,[ 7 10 2 15]
|
| 16 |
+
11505,J.V. Auto body & Tow,33.79482682750004,-118.24318414549997,[ 2 5 7 15]
|
| 17 |
+
11894,Gymnastics Kids Club,33.805314812355824,-118.33823399888468,[ 2 10 15]
|
| 18 |
+
12036,Phillips 66,33.80681403657309,-118.3307969508667,[2 5]
|
| 19 |
+
13190,Paramount Quality Stone,33.79746244936775,-118.29052320512088,[ 2 5 7 15]
|
| 20 |
+
18644,Paradis Ice Cream - Santa Ana,33.77436000092448,-117.86687908918074,[ 2 5 7 15]
|
| 21 |
+
18706,Victorian Bridal Museum,33.78506721824825,-117.85337952871063,[ 2 8 15]
|
| 22 |
+
19508,The Donut Shop of Orange,33.787521520843015,-117.82079514617546,[ 2 5 7 15]
|
| 23 |
+
22661,Cuong Thanh Dryclean,33.75964480800004,-117.98793833549998,[ 2 5 7 15]
|
| 24 |
+
23838,Professional Stone Care,33.77661124320381,-118.0007958942512,[ 2 5 7 15]
|
| 25 |
+
24542,Best Western,33.80365291873525,-118.00804713890606,[ 2 12 15]
|
| 26 |
+
26865,Finish Line,33.78239010465279,-117.89245312267624,[ 2 5 7 15]
|
| 27 |
+
28551,Garden,33.78811320150004,-118.0289245495,[ 2 5 7 15]
|
| 28 |
+
31060,GARDEN GROVE-LEMONWOOD,33.77460372747404,-117.92756720089127,[ 7 10 2 15]
|
| 29 |
+
34270,Discovery Science Center,33.770239046424635,-117.86790107022522,[ 2 8 15]
|
| 30 |
+
36439,The Whitworth School,33.79443943166692,-117.8412494729634,[ 2 3 15]
|
| 31 |
+
38621,First Methodist Church,33.78668049537092,-117.85173504929838,[13]
|
| 32 |
+
39374,A Computer Repair,33.79849597074772,-117.85281049368253,[ 2 5 7 15]
|
| 33 |
+
41250,Maverick Floors,34.17435259724899,-118.56436905962528,[ 2 5 7 15]
|
| 34 |
+
41659,Jack Ingram Western Movie Ranch,34.13989693835854,-118.61349274329778,[ 2 9 15]
|
| 35 |
+
41928,Headwaters Corner,34.14380241134033,-118.62009347084197,[ 2 9 10]
|
| 36 |
+
45651,New Age Psychic Readings by Jennifer,34.202379048969185,-118.60124876544918,[2 9]
|
| 37 |
+
47606,Iglesia ni Cristo - Woodland Hills,34.252306197064385,-118.59694480856028,[13]
|
| 38 |
+
48381,Rumours Hair Salon,34.250541770200925,-118.6066882207576,[ 2 5 7 15]
|
| 39 |
+
49604,Tile & Marble by Ciro,34.21176343657,-118.58881297021703,[ 2 5 7 15]
|
| 40 |
+
52894,United States Mission,34.20706300776481,-118.59037404010868,[13]
|
| 41 |
+
56472,Tours & Charters,33.9272473770722,-118.40099773851026,[ 2 5 7 15]
|
| 42 |
+
57915,East West Cultural Center,33.989684380711694,-118.41775779009458,[13]
|
| 43 |
+
58230,Fusion at South Bay,33.896857390878104,-118.3762262278584,[ 9 10 15]
|
| 44 |
+
58464,Advanced Garage Door Repair,34.03294426384272,-118.50605438755272,[ 2 5 7 15]
|
| 45 |
+
59286,Float Tyme Studios,34.023128810686515,-118.47673004655498,[ 2 9 15]
|
| 46 |
+
60552,Naan Hut,34.045208369121795,-118.45346804137944,[ 2 5 7 15]
|
| 47 |
+
61514,The Park at Yahoo Center,34.03134922997029,-118.47406450575777,[ 2 9 10]
|
| 48 |
+
62055,Rest Stop Hot Mess Slore Express,34.02403630701088,-118.48613774428284,[ 7 10 2 15]
|
| 49 |
+
63312,Ocean Front Tattoo,33.988787634367434,-118.4750910615921,[ 2 5 7 15]
|
| 50 |
+
63535,Venice / La Cienega,34.03592284303074,-118.37743898572155,[ 7 10 2 15]
|
| 51 |
+
63576,OReilly Auto Parts,34.01657647707411,-118.40642840725228,[ 2 5 7 15]
|
| 52 |
+
63680,Fresh Paint Art Advisors,34.02511023987059,-118.39404745980626,[ 2 8 15]
|
| 53 |
+
63985,John Singleton Theater,34.019258549874095,-118.4005318862416,[ 2 9 15]
|
| 54 |
+
64099,Moreton Locksmith,34.024768367819775,-118.3955166095973,[ 2 15]
|
| 55 |
+
64318,Harmony Wholesale,34.033121284322554,-118.38231033831912,[ 2 5 7 15]
|
| 56 |
+
64533,Culver City Senior Center,34.01391758298997,-118.40328753089464,[2 9]
|
| 57 |
+
65014,BlueSky Tours,34.024775268172526,-118.41255552302307,[ 2 5 7 15]
|
| 58 |
+
65273,The Banyan Tree,34.024467936003965,-118.39614561734648,[ 2 12 15]
|
| 59 |
+
65909,Paris Bakery,34.05478846454469,-118.4409423324389,[ 2 5 7 15]
|
| 60 |
+
65987,Fola - Fly over Los Angeles,34.04485730545232,-118.4321440533722,[ 2 8 15]
|
| 61 |
+
66477,Daniel Ho Creations,34.06310278394636,-118.44496825229368,[2 9]
|
| 62 |
+
66629,Gogobop Korean Rice Bar,34.061192390126344,-118.4463556151021,[2 7]
|
| 63 |
+
67365,Elan Vital Hair Salon - Alan Jeffries Framing,33.89691975928226,-118.39627148942336,[ 2 5 7 15]
|
| 64 |
+
67769,Kase Burger-lodge,33.863761177540056,-118.38821956873848,[2 7]
|
| 65 |
+
68262,Make U Up,33.86689086662368,-118.39427181749764,[ 2 5 7 15]
|
| 66 |
+
68628,Manhattan Beach Grand Prix,33.88890181003854,-118.41012117917327,[ 2 10 15]
|
| 67 |
+
69664,Lincoln SB & Couer DAlene FS,33.99292988347974,-118.45109964691348,[ 7 10 2 15]
|
| 68 |
+
70223,Intoxalock Ignition Interlock,34.03972980948215,-118.37752867234404,[ 2 5 7 15]
|
| 69 |
+
70424,Nancy Hair Studio,34.04419704981771,-118.3763987262467,[ 2 5 7 15]
|
| 70 |
+
71478,Padilla Plumbing,34.02616662512062,-118.4573296429542,[ 2 5 7 15]
|
| 71 |
+
71667,West LA Dogs,34.03408604702046,-118.44526290916168,[ 2 5 7 15]
|
| 72 |
+
71924,Marukai,34.029326162919965,-118.4510604754613,[ 2 5 7 15]
|
| 73 |
+
72526,Art and Seeking,34.05018320848109,-118.46669838218224,[ 2 8 15]
|
| 74 |
+
74729,Fantastic Sams Hair Salons,34.01979717300004,-118.42153378649998,[ 2 5 7 15]
|
| 75 |
+
76455,The Closet Trading Company,34.000452262003606,-118.48235220820004,[ 2 5 7 15]
|
| 76 |
+
77382,Team in Training Water Stop,34.026527718742706,-118.51277534456298,[ 2 9 10]
|
| 77 |
+
77739,Inn at Marina del Rey,33.979815828477776,-118.46593572397964,[ 2 12 15]
|
| 78 |
+
77857,Angelina Fine Art,33.85063281747874,-118.39217605640168,[ 2 8 15]
|
| 79 |
+
78045,Beachlife Festival,33.84492930387938,-118.3947106977287,[ 2 9 15]
|
| 80 |
+
78150,Remedy Yacht,33.9817835914627,-118.4431858346731,[ 2 8 15]
|
| 81 |
+
79164,Macho Nacho Truck,34.051286336066,-118.409899084679,[2 7]
|
| 82 |
+
79711,WaBa Grill,33.9604122759208,-118.37771256344637,[2 7]
|
| 83 |
+
80359,Matthews Garden Caf,34.04649320801411,-118.52631641779324,[2 7]
|
| 84 |
+
81053,Miko Inn,34.03061810134098,-118.4198764779029,[ 2 12 15]
|
| 85 |
+
81876,Swings On The Sand,33.9029381503128,-118.42131466845233,[ 9 10 15]
|
| 86 |
+
84090,Adam Goodman Plumbing,34.05350724875063,-118.390723133864,[ 2 5 7 15]
|
| 87 |
+
84460,Pep Boys,34.00197277605738,-118.40426769802208,[ 2 5 7 15]
|
| 88 |
+
84934,living manor,34.045994717500065,-118.3856983,[ 2 5 7 15]
|
| 89 |
+
85728,Mormonism Inc.,33.88198780857536,-118.39018914775978,[13]
|
| 90 |
+
87114,Verizon Wireless,33.9537221133007,-118.44779543042696,[ 2 5 7 15]
|
| 91 |
+
89133,Walking Hill,34.0278505544254,-118.41966935777693,[2 9]
|
| 92 |
+
89966,Saviour Products,34.032873529369006,-118.41214170480202,[ 2 5 7 15]
|
| 93 |
+
90991,Live the Co.,34.00079300354815,-118.4186562268312,[ 2 12 15]
|
| 94 |
+
91256,Lutheran Churches,33.920689872757016,-118.4085736461472,[13]
|
| 95 |
+
91702,Lomardo-Stoky Plumbing,33.9962382129631,-118.42473488677102,[ 2 5 7 15]
|
| 96 |
+
92174,Gregory & Doheny,34.06236193500008,-118.39049762299996,[ 7 10 2 15]
|
| 97 |
+
92356,Venice Beach Suites & Hotel,33.988417525880145,-118.474699745969,[ 2 12 15]
|
| 98 |
+
93183,Abbott / Kauffman,33.93510541400004,-118.19219943549996,[ 7 10 2 15]
|
| 99 |
+
96354,Harveys Guss Meat Co.,34.05840444941762,-118.36187807633668,[ 2 5 7 15]
|
| 100 |
+
97773,Hogan Mini Mart,33.90298181500007,-118.23784318049997,[ 2 5 7 15]
|
| 101 |
+
98619,Sykik,34.06200254483634,-118.18003821670985,[ 2 5 7 15]
|
| 102 |
+
99005,Inglewood / 111th,33.9343562201856,-118.3610867431442,[ 7 10 2 15]
|
| 103 |
+
99506,AAA Avila Towing,34.00537723440576,-118.24141283154783,[ 2 5 7 15]
|
| 104 |
+
99632,Long Beach Dance Academy,33.86034209200007,-118.18330216449998,[2 9]
|
| 105 |
+
100585,Wilmington / Gladwick,33.8534458149521,-118.23473998394542,[ 7 10 2 15]
|
| 106 |
+
101546,Js 98 Discount Store,34.002789503905504,-118.29173717527524,[ 2 5 7 15]
|
| 107 |
+
101639,Jessicas Party Supplies,33.92170511040731,-118.25229465926655,[ 2 5 7 15]
|
| 108 |
+
102022,AMS Auto Buy,34.060756868974124,-118.1873338232965,[ 2 5 7 15]
|
| 109 |
+
102717,Lutheran Oriental Church,33.881725181838696,-118.32289496617172,[13]
|
| 110 |
+
102886,Somoon Apparel,34.02532345021245,-118.26791869270522,[ 2 5 7 15]
|
| 111 |
+
103064,P V Peninsula Fence,33.872124305353715,-118.28209592183396,[ 2 5 7 15]
|
| 112 |
+
104027,Crenshaw BL 230th St,33.817600537268646,-118.32843455025656,[ 7 10 2 15]
|
| 113 |
+
104575,Credit City,33.94142925143093,-118.35318692370724,[ 2 5 7 15]
|
| 114 |
+
104880,Tu Fiesta Rentals&Flowers,33.93800266274638,-118.3617646075545,[ 2 5 7 15]
|
| 115 |
+
106327,J&K Mini Market,33.88563371697785,-118.18452932143796,[ 2 5 7 15]
|
| 116 |
+
107838,Immaculate Conception,34.050329408676426,-118.27138602293542,[13]
|
| 117 |
+
108142,Butter End Cakery,33.901708126500054,-118.31189850149998,[ 2 5 7 15]
|
| 118 |
+
108155,Motel,33.90316368500004,-118.21560611599998,[ 2 12 15]
|
| 119 |
+
108816,California Water Services,33.91841424655025,-118.35617450911994,[ 2 6 15]
|
| 120 |
+
110615,BUT,33.978139798462564,-118.22475992311762,[ 2 5 7 15]
|
| 121 |
+
112604,Moses Fashion,34.024122408538496,-118.27099840955438,[ 2 5 7 15]
|
| 122 |
+
112698,Normandy / Manchester,33.95978421350004,-118.29981006349996,[ 7 10 2 15]
|
| 123 |
+
113630,Fairfax / Pickford,34.04780352784213,-118.36783019069694,[ 7 10 2 15]
|
| 124 |
+
115224,Grace Lutheran Church,34.003384954556815,-118.28993085262071,[13]
|
| 125 |
+
115234,Sun 7 Music,33.990995469828576,-118.33613640067648,[2 9]
|
| 126 |
+
115455,Crenshaw / Marine,33.89446460488416,-118.32689093470002,[ 7 10 2 15]
|
| 127 |
+
115963,Phoe Clothing,34.023498205000045,-118.29899544349998,[ 2 5 7 15]
|
| 128 |
+
117077,Carson Park Pool,33.834072544341616,-118.27813510770596,[2 9]
|
| 129 |
+
117346,Shared Room,33.929871974919784,-118.2625890341952,[ 2 12 15]
|
| 130 |
+
118521,414 West Redondo Beach Boulevard,33.89218626257507,-118.28141697835676,[ 9 10 15]
|
| 131 |
+
120582,Little Citizens Schools,34.021011287244505,-118.32438138192164,[ 2 6 15]
|
| 132 |
+
122615,blis,34.04526310657993,-118.25616158444656,[ 2 5 7 15]
|
| 133 |
+
122741,Recording Sessions,33.97419331657262,-118.32490553475095,[2 9]
|
| 134 |
+
123963,BBQLA,34.03694425707752,-118.22246878282157,[ 2 8 15]
|
| 135 |
+
124186,Corona Motel,33.96038493464592,-118.25920595852875,[ 2 12 15]
|
| 136 |
+
124431,La Mirage Inn,33.927034880500045,-118.30933842199998,[ 2 12 15]
|
| 137 |
+
124496,Stylycut Beauty Salon,34.032306686835184,-118.34649270494566,[ 2 5 7 15]
|
| 138 |
+
124910,7-Eleven,33.873164574883134,-118.32033067725118,[ 2 5 7 15]
|
| 139 |
+
125081,ABM Jeans Inc,34.036860982527486,-118.25340311820275,[ 2 5 7 15]
|
| 140 |
+
125673,The Eternal Gospel,33.96164254231369,-118.22315869451803,[13]
|
| 141 |
+
125994,Resurrection Church,33.91709928816563,-118.34736750516844,[13]
|
| 142 |
+
126909,tucker park,33.89215022100006,-118.24306544249995,[ 2 9 10]
|
| 143 |
+
126962,HOWARDS HOSTEL-HOTEL - LOS ANGELES,34.03323631708949,-118.36268293019262,[ 2 12 15]
|
| 144 |
+
127146,City Terrace Park,34.048964637444406,-118.17890081377068,[ 2 9 10]
|
| 145 |
+
127652,Diverse Enterprises International,34.000146021000056,-118.25682906699996,[ 2 15]
|
| 146 |
+
127745,Avalon / 111th,33.93362135163865,-118.26483549475252,[ 7 10 2 15]
|
| 147 |
+
128179,JJD Cars & Trucks,33.97179788377437,-118.19984682877812,[ 2 5 7 15]
|
| 148 |
+
128461,Beauty Concepts Hair Salon,33.98632616793264,-118.18537110831248,[ 2 5 7 15]
|
| 149 |
+
128606,Whittier / Ditman,34.024105795252986,-118.18909016242698,[ 7 10 2 15]
|
| 150 |
+
128834,TRR Restaurant Equipment,34.059825393708884,-118.192923732495,[2 7]
|
| 151 |
+
129584,117 Bus Stop,33.945851034500045,-118.26565296349996,[ 7 10 2 15]
|
| 152 |
+
130861,Divergent 3D,33.852742414993976,-118.28693495228444,[14 6 2 15]
|
| 153 |
+
131590,Cardinal Garden Apartments,34.02588489558559,-118.28800652717108,[ 2 6 15]
|
| 154 |
+
133128,Depaul Embroidery,34.0201900629427,-118.29904261243856,[ 2 15]
|
| 155 |
+
134100,J & R Fashion,34.0041881882505,-118.25091264674944,[ 2 5 7 15]
|
| 156 |
+
135073,The Angel of Love,33.88936022530668,-118.26320641351408,[ 2 9 10]
|
| 157 |
+
135935,Beautiful Moon Balloon Bar,34.05051956904025,-118.21222680400766,[2 9]
|
| 158 |
+
136093,Avalon / 169th,33.878935212843295,-118.26536387127636,[ 7 10 2 15]
|
| 159 |
+
136913,Elite Auto Performance,33.873192129858545,-118.35844834249774,[ 2 5 7 15]
|
| 160 |
+
137317,Vlt Learning Center,33.95807424819253,-118.35116049283825,[ 2 6 15]
|
| 161 |
+
137446,Bonzirecording,33.983392491284704,-118.36524405174954,[ 2 9 15]
|
| 162 |
+
137460,All American Trading,33.98549592660508,-118.25566602630958,[ 2 5 7 15]
|
| 163 |
+
138293,LAX Van Rentals,33.94491626218302,-118.35938092135537,[ 2 5 7 15]
|
| 164 |
+
138998,Appliance Repair Experts,33.85883146150005,-118.273871377,[ 2 5 7 15]
|
| 165 |
+
139892,Arden Facility Service,33.89519520652879,-118.28190048711012,[ 2 5 7 15]
|
| 166 |
+
140066,Su Aquarium,33.91787853842644,-118.35300483602128,[ 2 8 15]
|
| 167 |
+
141248,Shamrock Lounge,33.97103351600006,-118.20996298599997,[2 7]
|
| 168 |
+
141264,University Gardens Building (UGB),34.019911999151496,-118.28050342780222,[ 2 10 15]
|
| 169 |
+
142335,Master Garage Door Repair Garage Door,33.9606463924422,-118.31807408384972,[ 2 5 7 15]
|
| 170 |
+
142657,France Vision,34.0524154015971,-118.30344523339664,[ 2 5 7 15]
|
| 171 |
+
143840,Sunglass Hut,34.048785426000045,-118.26075433349996,[ 2 5 7 15]
|
| 172 |
+
144561,Carolyn s Kitchen,33.960477611200986,-118.25887747861228,[2 7]
|
| 173 |
+
146064,Tarot Sessions by Owani,33.90564717545208,-118.3440615477276,[2 9]
|
| 174 |
+
146448,Nikos Donuts,33.85855097805641,-118.3674207280028,[ 2 5 7 15]
|
| 175 |
+
149055,Mothers Nutritional Center,33.889132387803315,-118.353689957938,[ 2 5 7 15]
|
| 176 |
+
150576,"Ultimate Wireless, Verizon Authorized Retailer",34.06066270593001,-118.306225931903,[ 2 5 7 15]
|
| 177 |
+
151234,Tropical America Interpretive Center,34.05757026737287,-118.2381240395222,[ 2 8 15]
|
| 178 |
+
153058,BELL TIRE SERVICE,33.978171081268286,-118.18550314125814,[ 2 5 7 15]
|
| 179 |
+
153196,Childs Bakery,33.90776997322898,-118.36103436328436,[ 2 5 7 15]
|
| 180 |
+
153837,In Awe Event Decor,33.83136058300006,-118.26764115499994,[ 2 5 7 15]
|
| 181 |
+
154721,Lartons Corner,33.99583532600006,-118.2736280505,[ 2 5 7 15]
|
| 182 |
+
155089,Extra Space Storage,33.87287982881778,-118.21953937152776,[ 2 5 7 15]
|
| 183 |
+
155428,Maldonado Mini Market,33.97336060892313,-118.21500174945162,[2 5 7]
|
| 184 |
+
156193,McDonalds,33.84708435796914,-118.26515310090046,[2 7]
|
| 185 |
+
156975,Americas Best Contacts & Eyeglasses,34.042557212652824,-118.31012997500372,[ 2 5 7 15]
|
| 186 |
+
157869,CVS Pharmacy,33.81362933462588,-118.2987082281956,[ 2 5 7 15]
|
| 187 |
+
158052,OILSTOP,33.82567225400004,-118.35673837399996,[ 2 5 7 15]
|
| 188 |
+
158685,Broken Key Extraction,33.905545285500054,-118.36148301249996,[ 2 5 7 15]
|
| 189 |
+
159350,pool,33.83601638199269,-118.2771509071461,[2 9]
|
| 190 |
+
160059,Casa Filipina Bakery,33.82526982391755,-118.27583180007062,[ 2 5 7 15]
|
| 191 |
+
161273,John O. Gilbert Chocolate Company Building,33.999619434003755,-118.19978208153778,[ 2 15]
|
| 192 |
+
161638,Advanced Computers & Printers _ ABM Automotive Alternative,33.874878584961,-118.35300586104772,[ 2 5 7 15]
|
| 193 |
+
162663,Carls Junior,33.83845832624781,-118.36203859411584,[2 7]
|
| 194 |
+
163172,Stay on the View,34.0465944316442,-118.22017631745491,[ 2 12 15]
|
| 195 |
+
163738,Jsl,34.05790585739227,-118.19180378621049,[ 2 5 7 15]
|
| 196 |
+
164241,Roast Chicken,33.88581339751267,-118.20580185900788,[2 7]
|
| 197 |
+
164608,moonpad,34.0426783002152,-118.22154381552149,[ 2 12 15]
|
| 198 |
+
165679,Pacific Blue Seafood,34.04624581485756,-118.22742403662912,[ 2 6 15]
|
| 199 |
+
165842,The hotel,34.04657199828059,-118.26123367535163,[ 2 12 15]
|
| 200 |
+
166281,Bicenntenial Park,33.91308774374899,-118.33916381264063,[2 9]
|
| 201 |
+
166454,Artesia Plaza,33.87263205553609,-118.36523867325305,[ 2 6 15]
|
| 202 |
+
166641,Blade Runner Filming Location,34.05620721592001,-118.23471155765986,[2 9]
|
| 203 |
+
167053,Star Video Plus,33.96367887250007,-118.2779401975,[ 2 5 7 15]
|
| 204 |
+
167229,Jackies Gossip Boutique,33.97988853873565,-118.20661689697808,[ 2 5 7 15]
|
| 205 |
+
168410,Paintball Gateway,33.87761422840032,-118.30971297688797,[ 2 5 7 15]
|
| 206 |
+
168525,Zero Auto,33.94718816426884,-118.20735491365706,[ 2 5 7 15]
|
| 207 |
+
168686,My dear little thumb,34.04691101522124,-118.29205800037684,[2 7]
|
| 208 |
+
170070,34th Street Greenbelt Bikeway LA River,33.819139517199694,-118.20423318025313,[2 9]
|
| 209 |
+
173477,Inglewood / Broadway,33.919741615686185,-118.36085319199772,[ 7 10 2 15]
|
| 210 |
+
173889,TRAYNOS KITCHEN,34.057533387788226,-118.31045550293848,[2 7]
|
| 211 |
+
174318,La Quinta Inn & Suites Inglewood,33.93125338758879,-118.3431152181271,[ 2 12 15]
|
| 212 |
+
175403,Great Mall,34.05903151065327,-118.27465972156529,[ 2 5 7 15]
|
| 213 |
+
175889,Eddie & Sons Fence,34.0477785096549,-118.213018768896,[ 2 5 7 15]
|
| 214 |
+
175994,A1 Precision & Auto Supply,33.977936029104725,-118.28730971654494,[ 2 5 7 15]
|
| 215 |
+
176165,Pic Imaging,34.02623566482685,-118.25866811473502,[ 2 5 7 15]
|
| 216 |
+
176385,The Plug LA,33.99416864156267,-118.33037509225068,[ 2 5 7 15]
|
| 217 |
+
176495,Gardena Bowl,33.888094069898266,-118.29223051027375,[2 9]
|
| 218 |
+
176585,Jewel,34.027718138029826,-118.29666761475448,[ 2 5 7 15]
|
| 219 |
+
177311,Main / 131st,33.913088751857835,-118.27427083318646,[ 7 10 2 15]
|
| 220 |
+
177355,Lily of the Valley Church,33.994056695761905,-118.27807621999794,[13]
|
| 221 |
+
177920,Sky,34.034357982796905,-118.25170541573924,[ 2 5 7 15]
|
| 222 |
+
179209,Bethel Bible Fellowship,33.9587193249592,-118.26485997751536,[13]
|
| 223 |
+
179684,Rallys Auto Repair,33.98596183100662,-118.21301246843224,[ 2 5 7 15]
|
| 224 |
+
180121,US Post Office,34.04487103621594,-118.21447611287503,[ 2 6 15]
|
| 225 |
+
180674,M-Rios-de-Agua-Viva,34.183350951679564,-118.45020518440244,[13]
|
| 226 |
+
180913,The Little Unique Flower Shop,34.25830085584518,-118.5030384923234,[ 2 5 7 15]
|
| 227 |
+
181487,J L Custom Jewelry,34.137601170110074,-118.4732420861941,[ 2 5 7 15]
|
| 228 |
+
184056,Woodman / Kittridge,34.19059581100006,-118.43089348499996,[ 7 10 2 15]
|
| 229 |
+
184677,Roofing Touch,34.168077659117266,-118.53034564586224,[ 2 5 7 15]
|
| 230 |
+
184696,The Box Pro,34.24017169910542,-118.561649525231,[ 2 5 7 15]
|
| 231 |
+
186095,Anawalt True Value Lumber,34.17161109138018,-118.37091893081856,[ 2 5 7 15]
|
| 232 |
+
186237,Palm Tree Inn,34.22339715611156,-118.46736364875169,[ 2 12 15]
|
| 233 |
+
186921,Hollyweird,34.1568640545341,-118.53030834759038,[ 2 9 10]
|
| 234 |
+
186926,Elite Car Washes,34.20089680432598,-118.42104493225357,[ 2 5 7 15]
|
| 235 |
+
187580,Ventura Blvd,34.150193198916085,-118.44015708329886,[ 7 10 2 15]
|
| 236 |
+
188435,Carpenter House,34.072691225025515,-118.45645491079205,[ 2 8 15]
|
| 237 |
+
190629,Los Angeles City Yard,34.17988122255263,-118.46375854494616,[2 5]
|
| 238 |
+
192343,Richards Floor Co,34.18033895170598,-118.452305958256,[ 2 5 7 15]
|
| 239 |
+
193610,Studio City Court Yard Hotel,34.14560025473904,-118.4148594003145,[ 2 12 15]
|
| 240 |
+
194942,Zombie Infested Quarantine,34.279648003256284,-118.5185803388725,[14]
|
| 241 |
+
195888,Wat Luang Por Somboonkiat,34.22273543147442,-118.5116067968463,[13]
|
| 242 |
+
196111,Bens Fountain Care,34.239830346316914,-118.4778084131285,[ 2 5 7 15]
|
| 243 |
+
196979,Universal Studios Close - Up,34.14203291566541,-118.39144704469572,[ 2 12 15]
|
| 244 |
+
197271,La Loggia Restaurant,34.14199891961786,-118.38984197766445,[2 7]
|
| 245 |
+
198247,The return,34.25910476134293,-118.43278860512557,[ 2 5 7 15]
|
| 246 |
+
199496,Raymonds Auto Glass,34.272820456734074,-118.45563394863782,[ 2 5 7 15]
|
| 247 |
+
199586,The Field,34.20785225400006,-118.40155765499996,[ 2 9 10]
|
| 248 |
+
200485,Eastern Costume Rental,34.202319714749976,-118.4143730988824,[ 2 9 15]
|
| 249 |
+
202150,Spectacular Audio,34.22699825667859,-118.5242098753483,[ 2 5 7 15]
|
| 250 |
+
203180,Leather Center,34.07315769154771,-118.38350279265738,[ 2 5 7 15]
|
| 251 |
+
203429,Brentwood Family Home,34.08236440643186,-118.48842648373054,[ 2 12 15]
|
| 252 |
+
204466,Alys Precious Flowers,34.22387539686907,-118.48546117790018,[ 2 5 7 15]
|
| 253 |
+
205162,Cafe On Location,34.17300169716651,-118.55749347960032,[2 7]
|
| 254 |
+
205535,Sweet Blessings by Cyler LLC,34.20077313599196,-118.44097550919555,[2 7]
|
| 255 |
+
207358,The Balcony,34.157940817114884,-118.42061048907476,[ 0 2 9 15]
|
| 256 |
+
207497,Power Studios Inc,34.08823941821394,-118.37285934461876,[ 2 5 7 15]
|
| 257 |
+
210089,Hillcrest Inn,34.236028721328694,-118.46832695132429,[ 2 12 15]
|
| 258 |
+
210338,La Michoacana Ice Cream Co,34.22687666464364,-118.44923830370765,[2 7]
|
| 259 |
+
210608,My Chickadee 1,34.18634889330849,-118.38598817775504,[2 7]
|
| 260 |
+
210742,Lubas Tailoring,34.07581847197707,-118.37157241178552,[ 2 5 7 15]
|
| 261 |
+
210761,Writers Guild Theater,34.06583453940644,-118.39001091696151,[ 2 9 15]
|
| 262 |
+
211071,Skippers Liquor,34.22182358038789,-118.46042857818291,[ 2 5 7 15]
|
| 263 |
+
212115,MY GYM,34.15819393022542,-118.37115113552026,[ 2 10 15]
|
| 264 |
+
212139,Jaeger-LeCoultre,34.068695293091295,-118.40201297428776,[ 2 5 7 15]
|
| 265 |
+
213629,Manis Hair Studio,34.1557294184747,-118.44841228253756,[ 2 5 7 15]
|
| 266 |
+
216183,"Smogster Star Certified Smog Check Reseda, Northridge And Encino",34.19648972066598,-118.53569846366744,[ 2 5 7 15]
|
| 267 |
+
216601,801,34.08375638926435,-118.40574076081768,[ 2 12 15]
|
| 268 |
+
216769,Saticoy / Rhea,34.20815826863308,-118.54135306550094,[ 7 10 2 15]
|
| 269 |
+
217124,IC Used Cars,34.18533537194136,-118.43157685665444,[ 2 5 7 15]
|
| 270 |
+
217369,Cal Cat,34.20086328467215,-118.53799172303448,[ 2 5 7 15]
|
| 271 |
+
220438,Historic Lily Pond,34.07163611100004,-118.40337549399996,[ 2 8 15]
|
| 272 |
+
220475,Dales Jr. Liquor & Market & Lotto,34.22868658033878,-118.46597876750266,[ 2 5 7 15]
|
| 273 |
+
222188,Bank of America Building,34.07094354756954,-118.40207946711732,[ 2 6 15]
|
| 274 |
+
222266,Mann Tarzana West (formerly Theee Movies of Tarzana),34.171838835939845,-118.54437861988806,[ 2 9 15]
|
| 275 |
+
222469,Goddess Salon & Spa,34.25701291175304,-118.46770931230148,[ 2 5 7 15]
|
| 276 |
+
222741,Hirsch Pipe & Supply - North Hollywood,34.20011903749814,-118.3950224251935,[ 2 5 7 15]
|
| 277 |
+
223621,76,34.200882810915246,-118.51898398898354,[2 5]
|
| 278 |
+
223654,The Eagles Nest,34.2875354278515,-118.45829842222166,[ 2 10 15]
|
| 279 |
+
224387,Valley Executive Tower,34.15313820537098,-118.46577580151232,[ 2 6 15]
|
| 280 |
+
224677,Vivienne Westwood,34.08341399851603,-118.37109086079424,[ 2 5 7 15]
|
| 281 |
+
224918,Zoes Knit Studio,34.16945831393777,-118.53845362812956,[ 2 5 7 15]
|
| 282 |
+
225016,Glenoaks / Tyler,34.31032830598049,-118.45273803150728,[ 7 10 2 15]
|
| 283 |
+
225168,Riverside / Sunnyslope,34.157388495056715,-118.42714932975736,[ 7 10 2 15]
|
| 284 |
+
225995,Monteleone Danil,34.21852151833966,-118.55619904060298,[2]
|
| 285 |
+
227634,76 Beverly Park Lane,34.12350132534111,-118.41572773871714,[ 2 9 10]
|
| 286 |
+
228553,Ayeroff Lithograph & Printing Co,34.169534767800286,-118.39688582138422,[ 2 5 7 15]
|
| 287 |
+
228757,Ralphs Grocery,34.221235889750815,-118.39223099155116,[2 5 7]
|
| 288 |
+
228787,7-Eleven,34.171753165500064,-118.51932572399996,[ 2 5 7 15]
|
| 289 |
+
230057,Ramsgate Floral Designs by Bonnie Rasic,34.17174373918734,-118.2420859039515,[ 2 5 7 15]
|
| 290 |
+
230688,Collectible Wizard,34.19150151675012,-118.34344048147769,[ 2 5 7 15]
|
| 291 |
+
231989,Oakcrest Market,34.13028226521477,-118.3503337732099,[ 2 5 7 15]
|
| 292 |
+
232032,Mud Mat,34.20864769115606,-118.22872314686404,[ 2 5 7 15]
|
| 293 |
+
232564,Kalem Studios / Diando Film Co. / Astra Film Co.,34.15460764532257,-118.2370617419223,[ 2 8 15]
|
| 294 |
+
233235,Riverside / Fletcher,34.10598638831336,-118.25616792418424,[ 7 10 2 15]
|
| 295 |
+
233894,134 more,34.15494311650007,-118.22028172299996,[ 2 5 7 15]
|
| 296 |
+
235844,Massage by Jericho,34.075414383649054,-118.3083607890498,[ 2 4 15]
|
| 297 |
+
236376,Glendale Public Library - Montrose,34.20786253402168,-118.23243429631344,[ 2 8 15]
|
| 298 |
+
237325,Oak Grove Stairs,34.133006631024664,-118.19145329565802,[2 9]
|
| 299 |
+
238025,Hair For My Wedding,34.09352292305102,-118.36402512846225,[ 2 5 7 15]
|
| 300 |
+
238935,Lynn Street Stairs,34.10795175565318,-118.20555485047402,[2 9]
|
| 301 |
+
238947,Trader Joes,34.097474849380816,-118.365137770028,[ 2 5 7 15]
|
| 302 |
+
239795,Automobile Shop Near Me,34.25982721950005,-118.30416102349996,[ 2 5 7 15]
|
| 303 |
+
239818,Options For Youth,34.181501040486665,-118.3289736301055,[ 2 3 15]
|
| 304 |
+
242731,Ave. 54 & Abbott Pl. (Eastbound),34.111889000247515,-118.19931825261224,[ 7 10 2 15]
|
| 305 |
+
243233,Virgil Psychic,34.086405978245566,-118.28492381953755,[2 9]
|
| 306 |
+
243430,Madison Avenue Park and Community Garden,34.09317473704774,-118.2895119257538,[2 9]
|
| 307 |
+
244165,Wmm Pcsma,34.09722968846654,-118.1876198442196,[2 9]
|
| 308 |
+
244781,Los Angeles Fire Department Museum and Memorial,34.09595265375409,-118.33003119722515,[ 2 8 15]
|
| 309 |
+
245122,Corellas Mansion,34.10344092569518,-118.18657866077484,[ 2 12 15]
|
| 310 |
+
245180,Eagle Rock / Merton,34.13779451752453,-118.21410691064682,[ 7 10 2 15]
|
| 311 |
+
245397,Landa Steps,34.095961003244426,-118.25015204660392,[2 9]
|
| 312 |
+
245760,Lankershim / Moorpark,34.15074690322608,-118.365737038028,[ 7 10 2 15]
|
| 313 |
+
246188,Don Joses Department Store,34.07399585136441,-118.21482787842272,[ 2 5 7 15]
|
| 314 |
+
246290,Living Way,34.06718582164631,-118.23120567539031,[13]
|
| 315 |
+
246428,Christian Outreach for Armenians,34.145451534528505,-118.25232965925082,[13]
|
| 316 |
+
248246,Elysian Valley Recreation Center,34.099124327098764,-118.24504036377223,[2 9]
|
| 317 |
+
250068,Kennys Plumbing,34.17824250400002,-118.33118796999996,[ 2 5 7 15]
|
| 318 |
+
250219,the vape spot,34.099995747051906,-118.35479671175015,[ 2 5 7 15]
|
| 319 |
+
250579,Eastern Resort Apartment Elevator,34.074506221575575,-118.1798821546058,[ 2 12 15]
|
| 320 |
+
250776,Harvest Tabernacle Church,34.13909382154125,-118.2182442877161,[13]
|
| 321 |
+
251294,Choong Shin Church,34.06816644084277,-118.2666703947282,[13]
|
| 322 |
+
251589,Courtland Auto Detail,34.17011812150007,-118.27792857799996,[ 2 5 7 15]
|
| 323 |
+
252794,BBP Graphics,34.1058251434189,-118.20135373075682,[2 7]
|
| 324 |
+
252829,Makeup By Hope,34.1340439742478,-118.24730029904757,[ 2 5 7 15]
|
| 325 |
+
253511,Hami Headquarters,34.13034457500178,-118.3517394341772,[ 2 10 15]
|
| 326 |
+
253739,Base Lane Auto Export,34.149089488604474,-118.27002578979666,[ 2 5 7 15]
|
| 327 |
+
254025,Riverton Liquor,34.16467704918404,-118.3662684993841,[ 2 5 7 15]
|
| 328 |
+
254581,Beverly / Reno,34.071368338807005,-118.28166362471684,[ 7 10 2 15]
|
| 329 |
+
254930,Oscar Upholstery,34.20263106832097,-118.22651616654778,[ 2 5 7 15]
|
| 330 |
+
255649,R1,34.15491537956879,-118.32589087438636,[14 6 2 15]
|
| 331 |
+
256309,Alexanders Tire Services,34.09615338093001,-118.20676136692391,[ 2 5 7 15]
|
| 332 |
+
256526,Calvary Baptist Church,34.08654546972779,-118.18570285867354,[13]
|
| 333 |
+
258024,Midpoint Wellness Center,34.14600344574334,-118.2422310928671,[ 2 15]
|
| 334 |
+
258213,Affordable Healthcare Billing & Management Services,34.158210832744125,-118.261186084535,[ 2 15]
|
| 335 |
+
258627,Franks Chop Shop,34.08392513260626,-118.3681821332524,[ 2 5 7 15]
|
| 336 |
+
258783,Glenoaks / Magnolia,34.185671471990325,-118.30925576316396,[ 7 10 2 15]
|
| 337 |
+
261778,Hollywood VIP la Events,34.10123402437245,-118.33179450586056,[2 9]
|
| 338 |
+
262686,Chris Isaacson Presents,34.090484117289364,-118.36946842394944,[ 2 9 15]
|
| 339 |
+
263925,Nfg TV,34.09111307684445,-118.33665405654054,[ 2 5 7 15]
|
| 340 |
+
265096,Aqua Fresh,34.073930469167934,-118.2162867818077,[ 2 5 7 15]
|
| 341 |
+
265944,Grouper Social Club at Osteria La Buca,34.083343324280094,-118.31382806600246,[ 9 15]
|
| 342 |
+
266388,King Califa Express,34.14480289050005,-118.23590375899994,[ 2 5 7 15]
|
| 343 |
+
269935,Greayers Oak Park,34.09014957397395,-118.21205720477164,[ 2 9 10]
|
| 344 |
+
270834,Crescenta-Canada Tile,34.21583571258653,-118.22657852683156,[ 2 5 7 15]
|
| 345 |
+
270886,Hawk Refrigeration & Appliance Service,34.11858140482554,-118.1793861080115,[ 2 5 7 15]
|
| 346 |
+
270982,Hometel,34.06743340547647,-118.3000293459384,[ 2 12 15]
|
| 347 |
+
271117,Hollywood Massage Studio,34.090573946102964,-118.3621392378762,[ 2 8 15]
|
| 348 |
+
271152,York / Armadale,34.12256255429674,-118.21163893596976,[ 7 10 2 15]
|
| 349 |
+
271798,Ace Liquors,34.16219417400006,-118.3013153205,[ 2 5 7 15]
|
| 350 |
+
272315,Trinity Boxing Club,34.084043663461266,-118.35994843627864,[ 2 5 7 15]
|
| 351 |
+
273515,Camp Transformation Center - Silverlake,34.08665840006346,-118.27509698337188,[ 2 10 15]
|
| 352 |
+
273940,My smoke shop,34.18403037833577,-118.33762263448878,[ 2 5 7 15]
|
| 353 |
+
274643,Fountain View Subacute and Nursing,34.09481362834867,-118.30549887445883,[ 2 4 15]
|
| 354 |
+
277018,Megaplex Window Tinting,34.1552000445176,-118.27584226683776,[ 2 5 7 15]
|
| 355 |
+
277060,Peep & Destroy,34.09954958905267,-118.28966843816148,[ 2 5 7 15]
|
| 356 |
+
277774,Ruby Princess,34.09416862087325,-118.33836500995592,[ 0 2 9 15]
|
| 357 |
+
278379,Alen M - Woman Hairstyling,34.083476132657296,-118.36978095065793,[ 2 5 7 15]
|
| 358 |
+
279370,3rd / Occidental,34.06770861700006,-118.28165269149996,[ 7 10 2 15]
|
| 359 |
+
279604,Tickle Tree Cafe,34.22549530944662,-118.24118020587866,[2 7]
|
| 360 |
+
280319,Grub n Groom,34.23281182827619,-118.2546660319723,[ 2 5 7 15]
|
| 361 |
+
281741,Archstone Studio City Pool,34.14231811931503,-118.36911029349862,[2 9]
|
| 362 |
+
282014,Community Smog Center,34.20461145240181,-118.22502573836182,[ 2 5 7 15]
|
| 363 |
+
282840,A & A Discount,34.13066050704121,-118.25216913075228,[2 5 7]
|
| 364 |
+
283801,Smart & Final,34.108025339325906,-118.18970046791452,[ 2 5 7 15]
|
| 365 |
+
283912,Triangle Motel,34.12017928816736,-118.2292694006044,[ 2 12 15]
|
| 366 |
+
286241,Advance Nutrition Vitamins and Sport Supplements,34.391431040795155,-118.57338871283751,[ 2 5 7 15]
|
| 367 |
+
287486,The Redneck Sundeck,34.46108730075301,-118.6601577258491,[ 2 5 7 15]
|
| 368 |
+
288765,Budget Shutters & Blinds,34.457926859746266,-118.5136983979398,[ 2 5 7 15]
|
| 369 |
+
294464,Praise Chapel,34.42493721381398,-118.49392885735536,[13]
|
| 370 |
+
296577,Lcb Solutions,33.95418105467451,-118.08544681937909,[ 2 5 7 15]
|
| 371 |
+
297502,Mt. Carmel Board & Care,33.83720038058038,-117.98142870605032,[ 2 12 15]
|
| 372 |
+
297891,South Pasadena Methodist Church,34.110165620503466,-118.16210790632998,[13]
|
| 373 |
+
298825,Harmonic Life,34.0840170923747,-118.02503003644804,[13]
|
| 374 |
+
299765,Hit The Mark Fitness,33.8169771915132,-117.85094687395608,[ 2 10 15]
|
| 375 |
+
300460,Hubba Habibi Inn,33.879504760322114,-118.09348238471492,[ 2 12 15]
|
| 376 |
+
302719,Piao Yangguo Hai Lai Xiangju,33.99807538701268,-117.80751736737496,[ 2 12 15]
|
| 377 |
+
303860,Bastanchury Park,33.87887378199524,-117.95666767902766,[ 2 9 10]
|
| 378 |
+
304940,Living Way Community Church,34.06503495508091,-118.16099900238368,[13]
|
| 379 |
+
305773,Kingswood Teppan Steakhouse,33.99470046071705,-117.8904797089733,[2 7]
|
| 380 |
+
307094,Shirts Idea,33.98123744483188,-118.07077548904556,[ 2 5 7 15]
|
| 381 |
+
308353,Photographers Space,33.96777905750004,-118.01898205399998,[ 2 5 7 15]
|
| 382 |
+
310633,Charles Wong,34.04988328305528,-118.15672458494925,[ 2 12 15]
|
| 383 |
+
310967,Taxi Cab Day 2 Night,34.04438677853571,-118.10222952016792,[ 7 10 2 15]
|
| 384 |
+
313256,MOBY DICK,33.924372665818275,-117.96989952699352,[ 7 10 2 15]
|
| 385 |
+
313281,Woodcrest Park,33.945292284495835,-117.91171496468272,[2 9]
|
| 386 |
+
314978,Sunset On 6th Street Near Mission,34.08458631633603,-118.12836430103653,[2 9]
|
| 387 |
+
315509,Garvey Park,34.067048979000035,-118.09689316649998,[ 2 9 10]
|
| 388 |
+
316504,Team Escrow Inc,33.873186489543485,-117.99864022575176,[ 2 15]
|
| 389 |
+
316715,Lh Foot Care,34.07890588797912,-118.10000779006442,[ 2 6 15]
|
| 390 |
+
316831,Top United Pharmacy,34.07756669885581,-118.09043961967068,[ 2 5 7 15]
|
| 391 |
+
316894,Takashima,34.07928225965542,-118.10285054758276,[ 2 5 7 15]
|
| 392 |
+
318799,Timely Techs,33.942968588905195,-117.98909552521278,[ 2 15]
|
| 393 |
+
318944,Surf City Squeeze,33.84294630569605,-117.99073066105512,[ 2 5 7 15]
|
| 394 |
+
320854,Aahoo art gallery,34.1498162522332,-118.13764902018468,[ 2 8 15]
|
| 395 |
+
320874,Eighteen Eight Fine M,34.144234226753014,-118.1533199484641,[ 2 5 7 15]
|
| 396 |
+
321212,Green Hotel,34.14418151760123,-118.1496668720154,[ 2 12 15]
|
| 397 |
+
321260,Arcadia Contemporary,34.146051237978234,-118.1496798100528,[ 2 8 15]
|
| 398 |
+
322504,Yat Sen Culture & Art Center,34.0971622764575,-118.12340398853082,[ 2 8 15]
|
| 399 |
+
324145,Ozzys automotive Inc,33.966846187405565,-118.15202309168434,[ 2 5 7 15]
|
| 400 |
+
324992,Simon Hair,34.10213770109202,-118.07304005568446,[ 2 5 7 15]
|
| 401 |
+
326314,Redbox Carls Jr,34.01897751222069,-118.14902938478129,[ 2 5 7 15]
|
| 402 |
+
326681,Chabellity,34.01750810463478,-118.16266571750658,[2 7]
|
| 403 |
+
328726,The Elegant Style Fashion,33.93421632150776,-118.14462188983886,[ 2 5 7 15]
|
| 404 |
+
328799,Chungs Home Mart,33.8594249517395,-117.96010274201129,[ 2 5 7 15]
|
| 405 |
+
329332,Gold Trails Hotel,33.84408571713264,-117.99958733999546,[ 2 5 7 15]
|
| 406 |
+
329358,The Berry Inn,33.847844336752686,-117.99706705897545,[ 2 12 15]
|
| 407 |
+
329535,B & W Cleaners,33.9724097753878,-118.07098487975914,[ 2 5 7 15]
|
| 408 |
+
331317,Creative Fountainscapes,33.91008684120712,-117.88140876449437,[ 2 9 10]
|
| 409 |
+
331646,Auto Perfections,33.93857200965184,-117.93612457156222,[ 2 5 7 15]
|
| 410 |
+
332754,Florence / Old River School,33.95830876650005,-118.14024989249998,[ 7 10 2 15]
|
| 411 |
+
333574,Lucys Cleaners,33.858676723408045,-117.99941887446718,[ 2 5 7 15]
|
| 412 |
+
335579,JJ Hair Salon,34.063146061412745,-118.1020074078612,[ 2 5 7 15]
|
| 413 |
+
337346,A & R Powder Coating,33.859000620280234,-117.84030251496516,[ 2 6 15]
|
| 414 |
+
338126,Montebello Laundromat,34.02346934226282,-118.13443283900584,[ 2 5 7 15]
|
| 415 |
+
339645,Mr Speedy Plumbing,34.087061580080245,-118.1473984479625,[ 2 5 7 15]
|
| 416 |
+
339953,South / Pioneer,33.858790768752456,-118.08251757026764,[ 7 10 2 15]
|
| 417 |
+
340938,new hi lites hair factory,34.01127764950006,-117.9652441135,[ 2 5 7 15]
|
| 418 |
+
341238,Myrtle / Longden,34.112976764364404,-118.00299135619149,[ 7 10 2 15]
|
| 419 |
+
341240,Sunset Ave and Rowland Ave. N,34.0792389031711,-117.93459434524108,[ 7 10 2 15]
|
| 420 |
+
341712,Jaspers Cafe,34.04314558069013,-117.84976529790166,[2 7]
|
| 421 |
+
341999,CH car,34.0681408219547,-118.09980565341458,[ 2 5 7 15]
|
| 422 |
+
342789,Lk Beauty Hair Salon,34.07954556658223,-118.08228836107531,[ 2 5 7 15]
|
| 423 |
+
343002,Sahara Motel,33.81980711180752,-117.99386866984842,[ 2 12 15]
|
| 424 |
+
343645,Pioneer / Rosecrans,33.90308131935268,-118.08221928243697,[ 7 10 2 15]
|
| 425 |
+
344640,NORWALK & CENTRALIA NE,33.83905005720931,-118.0718265354272,[ 7 10 2 15]
|
| 426 |
+
344711,Central And Whittier,33.962488399651015,-118.0309094502742,[ 7 10 2 15]
|
| 427 |
+
346704,3H Cycling,33.87256890053351,-118.08998321725508,[ 2 5 7 15]
|
| 428 |
+
346720,Artesia Electrolysis,33.87256890053351,-118.08998321725508,[ 2 5 7 15]
|
| 429 |
+
346837,Arborite Tree & Landscape Co,33.870782656500054,-118.125755005,[ 2 5 7 15]
|
| 430 |
+
347430,Rubes Body & Paint Shop,33.937591238329084,-118.04380879286646,[ 2 5 7 15]
|
| 431 |
+
347558,Hair Revelation Salon,33.97232684249756,-118.16366806949912,[ 2 5 7 15]
|
| 432 |
+
348578,Smooth Corporation,33.98998201217881,-118.16211121236957,[2 5]
|
| 433 |
+
350822,KMJ Import Motors Auto,33.87318361953059,-118.13503963945097,[ 2 5 7 15]
|
| 434 |
+
352603,LG Design & Silkscreen,33.897956537309284,-118.15986077370742,[ 2 15]
|
| 435 |
+
353092,Ocean Nails - Microblading-PMU,34.03688203820797,-118.1467740805124,[ 2 5 7 15]
|
| 436 |
+
353124,Grocery Outlet,33.818608397519185,-118.07053947732786,[ 2 5 7 15]
|
| 437 |
+
353913,Refuses Juice Bar,33.91539516336584,-117.96859011772786,[2 7]
|
| 438 |
+
354719,Viet Gardens,34.06664667845819,-117.95566308533976,[ 2 9 10]
|
| 439 |
+
355692,Packsaddle Campground,34.04844835996243,-117.9953517959765,[2 9]
|
| 440 |
+
355893,San Gabriel Masonic Temple (former),34.098916233887415,-118.10910161162964,[13]
|
| 441 |
+
356312,Justin Nails,33.815628146769015,-117.97609018574978,[ 2 5 7 15]
|
| 442 |
+
356688,Bishop Co Tree Indscpe,33.9688439534335,-118.04411292210958,[ 2 5 7 15]
|
| 443 |
+
357986,The flowers,33.83265967471939,-117.96737618555008,[2 7]
|
| 444 |
+
359973,Spanglish Kitchen,34.09835170150003,-118.13430557099996,[2 7]
|
| 445 |
+
360121,USA Auto Center & Collision,33.91787043100268,-117.95069744699325,[ 2 5 7 15]
|
| 446 |
+
360661,Edwards Family Farm,33.84406703411958,-117.98150839014475,[2 9]
|
| 447 |
+
361139,Glob Gas,33.86117239382866,-118.1602322896614,[ 2 5 7 15]
|
| 448 |
+
365435,Korean Community Church,33.86767506270392,-117.98340946615428,[13]
|
| 449 |
+
366056,DriveshaftPro - Whittier,33.96848755839494,-118.05850733118506,[ 2 5 7 15]
|
| 450 |
+
366385,Ramona Blvd and Syracuse E,34.07792675300694,-117.9953421908201,[ 7 10 2 15]
|
| 451 |
+
367289,Sunrise Village Pharmacy,33.89116003163681,-117.94536995026712,[ 2 5 7 15]
|
| 452 |
+
367552,The Salvation Army,33.969122563113764,-118.04176363545324,[13]
|
| 453 |
+
367800,Whittier College - Football Stadium,33.97984433339966,-118.03127560319102,[ 2 10 15]
|
| 454 |
+
369307,Tange Design - Couture Invitations,33.958775080150176,-118.07058122973936,[ 2 5 7 15]
|
| 455 |
+
369478,KSM Garment,33.987444628356265,-118.12791979424442,[ 2 5 7 15]
|
| 456 |
+
370035,Lark / Escalona,33.88852042795433,-118.01139245426144,[ 7 10 2 15]
|
| 457 |
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371543,Avenue,33.851890625636855,-118.14347899588252,[ 2 5 7 15]
|
| 458 |
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372005,Flos Flowers,34.00846396733555,-118.08088836202384,[ 2 5 7 15]
|
| 459 |
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372063,Shredpro,33.926150365561384,-117.91476821741529,[ 2 5 7 15]
|
| 460 |
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373095,The House Barbershop,34.014838524529395,-118.09676650970528,[ 2 5 7 15]
|
| 461 |
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373895,Pirate Cb Repair Center,33.974390449500035,-118.12246243799996,[ 2 5 7 15]
|
| 462 |
+
374018,Consolidated Electrical Distributors,33.86774747483971,-118.01497588801024,[ 2 5 7 15]
|
| 463 |
+
374620,Wilcox Avenue & Clara Street,33.96489266750009,-118.1783139285,[ 7 10 2 15]
|
| 464 |
+
377110,Pioneer / Foster,33.91021833600006,-118.08241584149998,[ 7 10 2 15]
|
| 465 |
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377814,Saint Maurice Coptic Orthodox Church,34.04369364873601,-117.79883024039128,[13]
|
| 466 |
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378972,PIH Health,33.97015860645152,-118.04763437984842,[ 2 4 15]
|
| 467 |
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380451,Anas Barber & Beauty Salon,34.059424686500044,-118.03079109499996,[ 2 5 7 15]
|
| 468 |
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380581,Action Sales Food Service Equipment & Supplies,34.001666362020046,-117.93591529949886,[ 2 5 7 15]
|
| 469 |
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381992,Youth Ministry of Our Lady,33.96361296184055,-118.07124213917194,[13]
|
| 470 |
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382517,Praise Chapel Buena Park,33.87394242802224,-117.98062264071984,[13]
|
| 471 |
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382622,Paisa Park,33.91544143952936,-117.85986965227032,[ 2 10 15]
|
| 472 |
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383972,Centerpoint Communications,33.86783591848393,-117.86970646884072,[ 2 5 7 15]
|
| 473 |
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384116,Beverly / Greenleaf,33.98829060193816,-118.0376739731903,[ 7 10 2 15]
|
| 474 |
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384233,Body Fusion,33.973357443748164,-118.14577669025316,[2 9]
|
| 475 |
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386755,Rubios Mobile Car Wash,33.818988464321805,-117.9562660082882,[ 2 5 7 15]
|
| 476 |
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387309,Catalina Wine Mixer,33.934808437706394,-117.89213275572055,[ 0 2 9 15]
|
| 477 |
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387433,Starbuck House,33.878831884064546,-117.93724589870271,[ 2 8 15]
|
| 478 |
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387927,where the dogs rule the roost,34.14698546728483,-118.119299069532,[ 9 15]
|
| 479 |
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387974,Comicstrip stuff,33.91502883647663,-118.08542927283716,[ 2 5 7 15]
|
| 480 |
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390384,Greenleaf / Broadway,33.9861418444623,-118.03704664093584,[ 7 10 2 15]
|
| 481 |
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390648,KS Sports,33.88550615278147,-118.14885922490012,[ 2 5 7 15]
|
| 482 |
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391325,Adair Roofing,33.82781357646278,-117.85902736881285,[ 2 5 7 15]
|
| 483 |
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391690,Pengu Igloo,33.817431364279074,-117.9290955693009,[ 2 6 15]
|
| 484 |
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391955,Raffi Keshishian Piano Restoration,34.14106005621941,-118.07874497475709,[ 2 5 7 15]
|
| 485 |
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392210,Valencia Inn,33.831209609478805,-117.9777541038726,[ 2 12 15]
|
| 486 |
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394632,Oc Greekfest,33.836437494406965,-117.98537732876764,[13]
|
| 487 |
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395042,Friendship Park,34.0094305314273,-117.88050249141682,[ 2 9 10]
|
| 488 |
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395401,Cameron Ave and Hollenbeck St S,34.061233628930204,-117.89871395413232,[ 7 10 2 15]
|
| 489 |
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396708,The Church of Jesus Christ of the Latter-Day Saints,34.02468045378602,-118.16711778411972,[13]
|
| 490 |
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397131,J & A Auto Repair,33.99414931687311,-118.11502954431732,[ 2 5 7 15]
|
| 491 |
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397333,Play-Tech Fabrication,33.85662606941264,-117.8344799602178,[ 2 5 7 15]
|
| 492 |
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397473,DALE-FLOWER,33.86323046047874,-117.98478217146774,[ 7 10 2 15]
|
| 493 |
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398616,Magnolia - Porter,33.85997550827715,-117.97591280663308,[ 7 10 2 15]
|
| 494 |
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399247,Alondra / Bloomfield,33.887442229500046,-118.06353510899994,[ 7 10 2 15]
|
| 495 |
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400570,Potrero Auto Repair,34.05335883859746,-118.09030398725432,[ 2 5 7 15]
|
| 496 |
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400781,Golden Hill Little League,33.893627714374325,-117.91498117920058,[ 2 10 15]
|
| 497 |
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401219,Athena Computer Power,34.005883115021064,-117.9122358933097,[ 2 5 7 15]
|
| 498 |
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401374,Rivera Park,33.95643310852827,-118.09420725218312,[ 2 9 10]
|
| 499 |
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402233,Los Angeles St and Hornbrook Ave E,34.09184728468303,-117.98213285499556,[ 7 10 2 15]
|
| 500 |
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402675,Walnut Hills Park,34.015793571456584,-117.8765581190142,[ 2 9 10]
|
| 501 |
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403063,B&M Truck Repairs,33.9943910884001,-118.12432118620666,[ 2 6 15]
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| 502 |
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404124,Midas,33.84753497917719,-117.94204400557904,[ 2 5 7 15]
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| 503 |
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413136,Frank the Fence Guy,33.87750021450006,-117.71213383699998,[ 2 5 7 15]
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| 504 |
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414139,Sunshine Mobile Carwash,34.689149350000065,-118.07843476799997,[ 2 5 7 15]
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| 505 |
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414591,Llano Country Mobile Estates,34.48370111014354,-117.8318230614676,[ 2 9 10]
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| 506 |
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415081,Francias Pro Lane,34.68737413206398,-118.11228279931612,[ 2 5 7 15]
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| 507 |
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416830,Avenue j,34.68915471175112,-118.1663934824418,[ 7 10 2 15]
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| 508 |
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416933,Gemneye the Magician,34.689737615419084,-118.13186658568075,[2 9]
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| 509 |
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417062,New Life Fellowship,34.69040596024354,-118.1168353590456,[13]
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| 510 |
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417065,Lancaster Baptist Church,34.696348488876644,-118.0581256513375,[13]
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| 511 |
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417481,AV & Copy Center,34.64623153229576,-118.12576870862092,[ 2 5 7 15]
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| 512 |
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417659,47th Street Pavilion,34.574607480000054,-118.04595845049998,[ 2 5 7 15]
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| 513 |
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418769,Grand Ballroom,34.683739527628326,-118.13521774756538,[ 2 9 15]
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| 514 |
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418928,ATM at Automated Systems America,34.67478044925347,-118.11980914038236,[ 2 15]
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| 515 |
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419457,Flawless,34.56600740077602,-118.1231748551302,[ 2 5 7 15]
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| 516 |
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420152,Ave I Style,34.703652091771964,-118.16107543241807,[2 9]
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| 517 |
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434914,residence,34.19214002015397,-118.61734129254538,[ 1 11 15]
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444472,residence,34.223951907799666,-118.61677621785466,[ 1 11 15]
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454282,residence,34.1696475665633,-118.54307204674276,[ 1 11 15]
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547471,residence,34.692315959500064,-118.14592318349996,[ 1 11 15]
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563825,residence,34.498552118000056,-118.62788438399996,[ 1 11 15]
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624574,residence,34.56739313350004,-118.12812124299998,[ 1 11 15]
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714221,residence,33.77221903084602,-118.40079040686598,[ 1 11 15]
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790999,residence,33.844485703467626,-118.3058740796635,[ 1 11 15]
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| 645 |
+
2448524,residence,33.92197807774853,-117.94357001560267,[ 1 11 15]
|
| 646 |
+
2453889,residence,33.92606576710188,-117.96606170567622,[ 1 11 15]
|
| 647 |
+
2456313,residence,33.926802477314176,-117.96321731231288,[ 1 11 15]
|
| 648 |
+
2460337,residence,33.93232964612832,-117.88097427505568,[ 1 11 15]
|
| 649 |
+
2472802,residence,33.938287932071894,-117.99944529595126,[ 1 11 15]
|
| 650 |
+
2491536,residence,33.97838243367876,-117.90054459045312,[ 1 11 15]
|
| 651 |
+
2542495,residence,34.025546898550594,-117.964181214161,[ 1 11 15]
|
| 652 |
+
2552147,residence,34.032846377487736,-117.9622974382259,[ 1 11 15]
|
| 653 |
+
2558654,residence,34.04121386104083,-117.9305452242766,[ 1 11 15]
|
| 654 |
+
2563369,residence,34.047119759769764,-117.90128333336428,[ 1 11 15]
|
| 655 |
+
2718936,residence,34.04626040506319,-118.47507882228452,[ 1 11 15]
|
| 656 |
+
2722704,residence,34.050752801000044,-118.54695341849995,[ 1 11 15]
|
| 657 |
+
2724233,residence,34.05352383346925,-118.53231539265091,[ 1 11 15]
|
| 658 |
+
2746588,residence,34.18002443897151,-118.42843311128831,[ 1 11 15]
|
| 659 |
+
2862447,residence,34.157895670500075,-118.15521329249997,[ 1 11 15]
|
| 660 |
+
2924284,residence,34.09813478227168,-118.05956240787764,[ 1 11 15]
|
data/stay_points_sampled.csv
ADDED
|
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|
|
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio
|
| 2 |
+
folium
|
| 3 |
+
pandas
|