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-rw-r--r--scripts/dashboard.py76
1 files changed, 0 insertions, 76 deletions
diff --git a/scripts/dashboard.py b/scripts/dashboard.py
deleted file mode 100644
index 23e72c4..0000000
--- a/scripts/dashboard.py
+++ /dev/null
@@ -1,76 +0,0 @@
-from dash import Dash, html, dcc, callback, Output, Input
-import plotly.express as px
-import pandas as pd
-import sqlite3
-
-# Connect to database and query all incidents
-connection = sqlite3.connect("../raw_data/ingress.db")
-cursor = connection.cursor()
-query = "SELECT * FROM incidents;"
-df = pd.read_sql_query(query, connection).sort_values(by="description")
-
-# Create custom YEAR column to use in dropdown
-df['year'] = df['date'].str[-4:]
-
-# Configure HTML layout
-app = Dash(__name__)
-app.layout = html.Div(children = [
- html.Div([
- html.H1(children="Omaha Police Invidents", style={"textAlign":"center"}),
- dcc.Dropdown(df.sort_values("description").description.unique(), "INJURY", id="bar-dropdown"),
- dcc.Dropdown(df.sort_values("year").year.unique(), "2023", id="bar-year-dropdown"),
- dcc.Graph(id="bar-graph")
- ]),
- html.Div([
- html.H2(children="Map Coordinates", style={"textAlign":"center"}),
- dcc.Dropdown(df.sort_values("description").description.unique(), "INJURY", id="map-dropdown"),
- dcc.Dropdown(df.sort_values("year").year.unique(), "2023", id="map-year-dropdown"),
- dcc.Graph(id="map-graph")
- ])
-])
-
-# Create bar graph
-@callback(
- Output("bar-graph", "figure"),
- Input("bar-dropdown", "value"),
- Input("bar-year-dropdown", "value")
-)
-def update_bar_graph(description, year):
- dff = df[df.year == year]
- dff = dff.value_counts(subset=["description"])
- dff = dff.reset_index()
- dff = dff[dff.description == description]
- return px.bar(dff, x="description", y="count")
-
-# Create map
-@callback(
- Output("map-graph", "figure"),
- Input("map-dropdown", "value"),
- Input("map-year-dropdown", "value")
-)
-def update_map(description, year):
- dff = df[df.year == year]
- dff = dff.reset_index()
- dff = dff[dff.description == description]
-
- fig = px.scatter_mapbox(
- dff,
- lat="lat",
- lon="lon",
- color="description",
- hover_name="description",
- hover_data=["date", "time"],
- title="Incident Count by Coordinates",
- center={"lat": 41.257160, "lon": -95.995102},
- zoom=10
- )
-
- fig.update_layout(showlegend=False)
- fig.update_layout(mapbox_style="open-street-map")
- fig.update_layout(margin={"r": 0, "t": 0, "l": 0, "b": 0})
- fig.update_layout(mapbox_bounds={"west": -180, "east": -50, "south": 20, "north": 90})
-
- return fig
-
-if __name__ == "__main__":
- app.run(debug=True)