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Sleeping
Sleeping
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5092dd6
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Parent(s):
Initial commit
Browse files- app.py +332 -0
- assets/styles.css +107 -0
- requirements.txt +5 -0
app.py
ADDED
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| 1 |
+
import dash
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| 2 |
+
import dash_mantine_components as dmc
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| 3 |
+
import plotly.express as px
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| 4 |
+
from dash import Input, Output, callback, dcc, html
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| 5 |
+
from dash_iconify import DashIconify
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| 6 |
+
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| 7 |
+
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| 8 |
+
app = dash.Dash(__name__)
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| 9 |
+
server = app.server
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| 10 |
+
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| 11 |
+
df = px.data.gapminder()
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| 12 |
+
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| 13 |
+
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| 14 |
+
def create_scatter_plot(selected_year, selected_continent=None):
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| 15 |
+
filtered_df = df[df["year"] == selected_year]
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| 16 |
+
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| 17 |
+
if selected_continent and selected_continent != "All":
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| 18 |
+
filtered_df = filtered_df[filtered_df["continent"] == selected_continent]
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| 19 |
+
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| 20 |
+
fig = px.scatter(
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| 21 |
+
filtered_df,
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| 22 |
+
x="gdpPercap",
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| 23 |
+
y="lifeExp",
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| 24 |
+
size="pop",
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| 25 |
+
color="continent",
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| 26 |
+
hover_name="country",
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| 27 |
+
log_x=True,
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| 28 |
+
size_max=60,
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| 29 |
+
title=f"Life Expectancy vs GDP per Capita ({selected_year})",
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| 30 |
+
)
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| 31 |
+
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| 32 |
+
fig.update_layout(
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| 33 |
+
template="plotly_dark",
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| 34 |
+
paper_bgcolor="rgba(0,0,0,0)",
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| 35 |
+
plot_bgcolor="rgba(0,0,0,0)",
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| 36 |
+
)
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| 37 |
+
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| 38 |
+
return fig
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| 39 |
+
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| 40 |
+
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| 41 |
+
def create_line_chart(selected_country):
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| 42 |
+
country_data = df[df["country"] == selected_country]
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| 43 |
+
fig = px.line(
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| 44 |
+
country_data,
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| 45 |
+
x="year",
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| 46 |
+
y="lifeExp",
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| 47 |
+
title=f"{selected_country} - Life Expectancy",
|
| 48 |
+
)
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| 49 |
+
fig.update_layout(
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| 50 |
+
template="plotly_dark",
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| 51 |
+
paper_bgcolor="rgba(0,0,0,0)",
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| 52 |
+
plot_bgcolor="rgba(0,0,0,0)",
|
| 53 |
+
)
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| 54 |
+
return fig
|
| 55 |
+
|
| 56 |
+
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| 57 |
+
def create_bar_chart(selected_year):
|
| 58 |
+
year_data = df[df["year"] == selected_year]
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| 59 |
+
continent_stats = year_data.groupby("continent")["lifeExp"].mean().reset_index()
|
| 60 |
+
fig = px.bar(
|
| 61 |
+
continent_stats,
|
| 62 |
+
x="continent",
|
| 63 |
+
y="lifeExp",
|
| 64 |
+
color="continent",
|
| 65 |
+
title=f"Average Life Expectancy by Continent ({selected_year})",
|
| 66 |
+
)
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| 67 |
+
fig.update_layout(
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| 68 |
+
template="plotly_dark",
|
| 69 |
+
paper_bgcolor="rgba(0,0,0,0)",
|
| 70 |
+
plot_bgcolor="rgba(0,0,0,0)",
|
| 71 |
+
showlegend=False,
|
| 72 |
+
)
|
| 73 |
+
return fig
|
| 74 |
+
|
| 75 |
+
|
| 76 |
+
def create_datacard(title, value, icon, color):
|
| 77 |
+
return dmc.Card(
|
| 78 |
+
[
|
| 79 |
+
dmc.Group(
|
| 80 |
+
[
|
| 81 |
+
DashIconify(icon=icon, width=30, color=color),
|
| 82 |
+
html.Div(
|
| 83 |
+
[
|
| 84 |
+
dmc.Text(value, size="xl", fw=700, c="white"),
|
| 85 |
+
dmc.Text(title, size="sm", c="dimmed"),
|
| 86 |
+
]
|
| 87 |
+
),
|
| 88 |
+
],
|
| 89 |
+
align="center",
|
| 90 |
+
gap="md",
|
| 91 |
+
)
|
| 92 |
+
],
|
| 93 |
+
p="md",
|
| 94 |
+
className="datacard",
|
| 95 |
+
)
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
app.layout = dmc.MantineProvider(
|
| 99 |
+
[
|
| 100 |
+
html.Link(
|
| 101 |
+
href="https://fonts.googleapis.com/css2?family=Outfit:wght@100..900&display=swap",
|
| 102 |
+
rel="stylesheet",
|
| 103 |
+
),
|
| 104 |
+
dmc.Group(
|
| 105 |
+
[
|
| 106 |
+
DashIconify(icon="twemoji:globe-with-meridians", width=45),
|
| 107 |
+
dmc.Text(
|
| 108 |
+
"Gapminder World Data Explorer", ml=10, size="xl", fw=900, c="white"
|
| 109 |
+
),
|
| 110 |
+
],
|
| 111 |
+
align="center",
|
| 112 |
+
className="header",
|
| 113 |
+
mb="md",
|
| 114 |
+
),
|
| 115 |
+
dmc.Grid(
|
| 116 |
+
[
|
| 117 |
+
dmc.GridCol(
|
| 118 |
+
[
|
| 119 |
+
dmc.Stack(
|
| 120 |
+
[
|
| 121 |
+
dmc.Card(
|
| 122 |
+
[
|
| 123 |
+
dmc.Text("Controls", size="lg", mb="md"),
|
| 124 |
+
dmc.Stack(
|
| 125 |
+
[
|
| 126 |
+
html.Div(
|
| 127 |
+
[
|
| 128 |
+
dmc.Text(
|
| 129 |
+
"Year:", size="sm", mb=5
|
| 130 |
+
),
|
| 131 |
+
dmc.Slider(
|
| 132 |
+
id="year-slider",
|
| 133 |
+
min=1952,
|
| 134 |
+
max=2007,
|
| 135 |
+
step=5,
|
| 136 |
+
value=2007,
|
| 137 |
+
marks=[
|
| 138 |
+
{
|
| 139 |
+
"value": year,
|
| 140 |
+
"label": str(year),
|
| 141 |
+
}
|
| 142 |
+
for year in [
|
| 143 |
+
1952,
|
| 144 |
+
1967,
|
| 145 |
+
1982,
|
| 146 |
+
1997,
|
| 147 |
+
2007,
|
| 148 |
+
]
|
| 149 |
+
],
|
| 150 |
+
),
|
| 151 |
+
]
|
| 152 |
+
),
|
| 153 |
+
html.Div(
|
| 154 |
+
[
|
| 155 |
+
dmc.Text(
|
| 156 |
+
"Continent Filter:",
|
| 157 |
+
size="sm",
|
| 158 |
+
mb=5,
|
| 159 |
+
),
|
| 160 |
+
dmc.Select(
|
| 161 |
+
id="continent-dropdown",
|
| 162 |
+
data=[
|
| 163 |
+
{
|
| 164 |
+
"value": "All",
|
| 165 |
+
"label": "All Continents",
|
| 166 |
+
}
|
| 167 |
+
]
|
| 168 |
+
+ [
|
| 169 |
+
{
|
| 170 |
+
"value": cont,
|
| 171 |
+
"label": cont,
|
| 172 |
+
}
|
| 173 |
+
for cont in sorted(
|
| 174 |
+
df[
|
| 175 |
+
"continent"
|
| 176 |
+
].unique()
|
| 177 |
+
)
|
| 178 |
+
],
|
| 179 |
+
value="All",
|
| 180 |
+
),
|
| 181 |
+
]
|
| 182 |
+
),
|
| 183 |
+
html.Div(
|
| 184 |
+
[
|
| 185 |
+
dmc.Text(
|
| 186 |
+
"Select Country:",
|
| 187 |
+
size="sm",
|
| 188 |
+
mb=5,
|
| 189 |
+
),
|
| 190 |
+
dmc.Select(
|
| 191 |
+
id="country-dropdown",
|
| 192 |
+
data=[
|
| 193 |
+
{
|
| 194 |
+
"value": country,
|
| 195 |
+
"label": country,
|
| 196 |
+
}
|
| 197 |
+
for country in sorted(
|
| 198 |
+
df[
|
| 199 |
+
"country"
|
| 200 |
+
].unique()
|
| 201 |
+
)
|
| 202 |
+
],
|
| 203 |
+
value="United States",
|
| 204 |
+
searchable=True,
|
| 205 |
+
),
|
| 206 |
+
]
|
| 207 |
+
),
|
| 208 |
+
],
|
| 209 |
+
gap="lg",
|
| 210 |
+
),
|
| 211 |
+
],
|
| 212 |
+
p="md",
|
| 213 |
+
className="control-card",
|
| 214 |
+
)
|
| 215 |
+
]
|
| 216 |
+
)
|
| 217 |
+
],
|
| 218 |
+
span=3,
|
| 219 |
+
),
|
| 220 |
+
dmc.GridCol(
|
| 221 |
+
[
|
| 222 |
+
dmc.Stack(
|
| 223 |
+
[
|
| 224 |
+
html.Div(id="stats-cards"),
|
| 225 |
+
dmc.Card(
|
| 226 |
+
[dcc.Graph(id="scatter-plot")],
|
| 227 |
+
p="sm",
|
| 228 |
+
className="chart-card",
|
| 229 |
+
),
|
| 230 |
+
],
|
| 231 |
+
gap="md",
|
| 232 |
+
)
|
| 233 |
+
],
|
| 234 |
+
span=9,
|
| 235 |
+
),
|
| 236 |
+
],
|
| 237 |
+
gutter="md",
|
| 238 |
+
),
|
| 239 |
+
dmc.Grid(
|
| 240 |
+
[
|
| 241 |
+
dmc.GridCol(
|
| 242 |
+
[
|
| 243 |
+
dmc.Card(
|
| 244 |
+
[dcc.Graph(id="line-chart")], p="sm", className="chart-card"
|
| 245 |
+
)
|
| 246 |
+
],
|
| 247 |
+
span=6,
|
| 248 |
+
),
|
| 249 |
+
dmc.GridCol(
|
| 250 |
+
[
|
| 251 |
+
dmc.Card(
|
| 252 |
+
[dcc.Graph(id="bar-chart")], p="sm", className="chart-card"
|
| 253 |
+
)
|
| 254 |
+
],
|
| 255 |
+
span=6,
|
| 256 |
+
),
|
| 257 |
+
],
|
| 258 |
+
gutter="md",
|
| 259 |
+
mt="md",
|
| 260 |
+
),
|
| 261 |
+
],
|
| 262 |
+
forceColorScheme="dark",
|
| 263 |
+
theme={"colorScheme": "dark"},
|
| 264 |
+
)
|
| 265 |
+
|
| 266 |
+
|
| 267 |
+
@callback(
|
| 268 |
+
Output("scatter-plot", "figure"),
|
| 269 |
+
[Input("year-slider", "value"), Input("continent-dropdown", "value")],
|
| 270 |
+
)
|
| 271 |
+
def update_scatter_plot(selected_year, selected_continent):
|
| 272 |
+
return create_scatter_plot(selected_year, selected_continent)
|
| 273 |
+
|
| 274 |
+
|
| 275 |
+
@callback(Output("line-chart", "figure"), Input("country-dropdown", "value"))
|
| 276 |
+
def update_line_chart(selected_country):
|
| 277 |
+
return create_line_chart(selected_country)
|
| 278 |
+
|
| 279 |
+
|
| 280 |
+
@callback(Output("bar-chart", "figure"), Input("year-slider", "value"))
|
| 281 |
+
def update_bar_chart(selected_year):
|
| 282 |
+
return create_bar_chart(selected_year)
|
| 283 |
+
|
| 284 |
+
|
| 285 |
+
@callback(Output("stats-cards", "children"), Input("year-slider", "value"))
|
| 286 |
+
def update_stats(selected_year):
|
| 287 |
+
year_data = df[df["year"] == selected_year]
|
| 288 |
+
|
| 289 |
+
avg_life_exp = round(year_data["lifeExp"].mean(), 1)
|
| 290 |
+
total_pop = year_data["pop"].sum()
|
| 291 |
+
num_countries = len(year_data)
|
| 292 |
+
avg_gdp = round(year_data["gdpPercap"].mean(), 0)
|
| 293 |
+
|
| 294 |
+
return dmc.Grid(
|
| 295 |
+
[
|
| 296 |
+
dmc.GridCol(
|
| 297 |
+
create_datacard(
|
| 298 |
+
"Life Expectancy",
|
| 299 |
+
f"{avg_life_exp} years",
|
| 300 |
+
"mdi:heart-pulse",
|
| 301 |
+
"#ff6b35",
|
| 302 |
+
),
|
| 303 |
+
span=3,
|
| 304 |
+
),
|
| 305 |
+
dmc.GridCol(
|
| 306 |
+
create_datacard(
|
| 307 |
+
"Population",
|
| 308 |
+
f"{total_pop / 1e9:.1f}B",
|
| 309 |
+
"mdi:account-group",
|
| 310 |
+
"#1f77b4",
|
| 311 |
+
),
|
| 312 |
+
span=3,
|
| 313 |
+
),
|
| 314 |
+
dmc.GridCol(
|
| 315 |
+
create_datacard(
|
| 316 |
+
"Countries", str(num_countries), "mdi:earth", "#2ca02c"
|
| 317 |
+
),
|
| 318 |
+
span=3,
|
| 319 |
+
),
|
| 320 |
+
dmc.GridCol(
|
| 321 |
+
create_datacard(
|
| 322 |
+
"GDP per Capita", f"${avg_gdp:,.0f}", "mdi:currency-usd", "#d62728"
|
| 323 |
+
),
|
| 324 |
+
span=3,
|
| 325 |
+
),
|
| 326 |
+
],
|
| 327 |
+
gutter="sm",
|
| 328 |
+
)
|
| 329 |
+
|
| 330 |
+
|
| 331 |
+
if __name__ == "__main__":
|
| 332 |
+
app.run(debug=True, port=8050)
|
assets/styles.css
ADDED
|
@@ -0,0 +1,107 @@
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
body {
|
| 2 |
+
font-family: 'Outfit', sans-serif;
|
| 3 |
+
background: linear-gradient(135deg, #1e1e2e 0%, #2a2a3e 100%);
|
| 4 |
+
margin: 0;
|
| 5 |
+
padding: 20px;
|
| 6 |
+
min-height: 100vh;
|
| 7 |
+
}
|
| 8 |
+
|
| 9 |
+
.header {
|
| 10 |
+
background: linear-gradient(135deg, #ff6b35, #d43425);
|
| 11 |
+
padding: 20px 30px;
|
| 12 |
+
border-radius: 15px;
|
| 13 |
+
box-shadow: 0 8px 25px rgba(255, 107, 53, 0.3);
|
| 14 |
+
margin-bottom: 20px;
|
| 15 |
+
}
|
| 16 |
+
|
| 17 |
+
.control-card {
|
| 18 |
+
background: rgba(15, 15, 20, 0.9);
|
| 19 |
+
border: 1px solid rgba(255, 255, 255, 0.1);
|
| 20 |
+
backdrop-filter: blur(10px);
|
| 21 |
+
border-radius: 15px;
|
| 22 |
+
box-shadow: 0 8px 25px rgba(0, 0, 0, 0.3);
|
| 23 |
+
}
|
| 24 |
+
|
| 25 |
+
.chart-card {
|
| 26 |
+
background: rgba(15, 15, 20, 0.9);
|
| 27 |
+
border: 1px solid rgba(255, 255, 255, 0.1);
|
| 28 |
+
backdrop-filter: blur(10px);
|
| 29 |
+
border-radius: 15px;
|
| 30 |
+
box-shadow: 0 8px 25px rgba(0, 0, 0, 0.3);
|
| 31 |
+
}
|
| 32 |
+
|
| 33 |
+
.datacard {
|
| 34 |
+
background: linear-gradient(135deg, rgba(255, 107, 53, 0.1), rgba(212, 52, 37, 0.1));
|
| 35 |
+
border: 1px solid rgba(255, 107, 53, 0.3);
|
| 36 |
+
border-radius: 12px;
|
| 37 |
+
transition: all 0.3s ease;
|
| 38 |
+
backdrop-filter: blur(10px);
|
| 39 |
+
}
|
| 40 |
+
|
| 41 |
+
.datacard:hover {
|
| 42 |
+
transform: translateY(-2px);
|
| 43 |
+
box-shadow: 0 12px 30px rgba(255, 107, 53, 0.2);
|
| 44 |
+
}
|
| 45 |
+
|
| 46 |
+
.year-slider .mantine-Slider-track {
|
| 47 |
+
background: rgba(255, 255, 255, 0.2);
|
| 48 |
+
}
|
| 49 |
+
|
| 50 |
+
.year-slider .mantine-Slider-bar {
|
| 51 |
+
background: linear-gradient(90deg, #ff6b35, #d43425);
|
| 52 |
+
}
|
| 53 |
+
|
| 54 |
+
.year-slider .mantine-Slider-thumb {
|
| 55 |
+
background: #ff6b35;
|
| 56 |
+
border: 2px solid white;
|
| 57 |
+
}
|
| 58 |
+
|
| 59 |
+
.continent-select .mantine-Select-input,
|
| 60 |
+
.country-select .mantine-Select-input {
|
| 61 |
+
background: rgba(255, 255, 255, 0.1);
|
| 62 |
+
border: 1px solid rgba(255, 255, 255, 0.2);
|
| 63 |
+
color: white;
|
| 64 |
+
}
|
| 65 |
+
|
| 66 |
+
.continent-select .mantine-Select-input:focus,
|
| 67 |
+
.country-select .mantine-Select-input:focus {
|
| 68 |
+
border-color: #ff6b35;
|
| 69 |
+
box-shadow: 0 0 10px rgba(255, 107, 53, 0.3);
|
| 70 |
+
}
|
| 71 |
+
|
| 72 |
+
/* Custom scrollbar for dropdowns */
|
| 73 |
+
.mantine-Select-dropdown {
|
| 74 |
+
background: rgba(15, 15, 20, 0.95);
|
| 75 |
+
border: 1px solid rgba(255, 255, 255, 0.1);
|
| 76 |
+
backdrop-filter: blur(10px);
|
| 77 |
+
}
|
| 78 |
+
|
| 79 |
+
.mantine-Select-item {
|
| 80 |
+
color: white;
|
| 81 |
+
}
|
| 82 |
+
|
| 83 |
+
.mantine-Select-item:hover {
|
| 84 |
+
background: rgba(255, 107, 53, 0.2);
|
| 85 |
+
}
|
| 86 |
+
|
| 87 |
+
/* Graph styling adjustments */
|
| 88 |
+
.js-plotly-plot {
|
| 89 |
+
border-radius: 10px;
|
| 90 |
+
overflow: hidden;
|
| 91 |
+
}
|
| 92 |
+
|
| 93 |
+
/* Responsive design */
|
| 94 |
+
@media (max-width: 768px) {
|
| 95 |
+
body {
|
| 96 |
+
padding: 10px;
|
| 97 |
+
}
|
| 98 |
+
|
| 99 |
+
.header {
|
| 100 |
+
padding: 15px 20px;
|
| 101 |
+
}
|
| 102 |
+
|
| 103 |
+
.control-card,
|
| 104 |
+
.chart-card {
|
| 105 |
+
margin: 10px 0;
|
| 106 |
+
}
|
| 107 |
+
}
|
requirements.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dash
|
| 2 |
+
dash-mantine-components
|
| 3 |
+
dash-iconify
|
| 4 |
+
plotly
|
| 5 |
+
pandas
|