Dataset Viewer
idx
int64 0
96
| RouteDescription
stringlengths 14
72
| Latitude
float64 33.4
39.6
| Longitude
float64 -122.42
-80.84
| Label
stringclasses 2
values |
|---|---|---|---|---|
0 |
Via main street from A to B avoiding the highway.
| 34.052235 | -118.243683 |
AvoidHighway
|
1 |
Scenic route through downtown with multiple stops.
| 34.052235 | -118.243683 |
Scenic
|
2 |
Local street loop around the park.
| 34.048928 | -118.256217 |
AvoidHighway
|
3 |
Passing through the historic downtown with waterfront views.
| 34.052235 | -118.243683 |
Scenic
|
4 |
Circle route around the city avoiding highways.
| 34.052235 | -118.243683 |
AvoidHighway
|
5 |
City park walk
| 34.052235 | -118.243683 |
Scenic
|
6 |
Alternative path through residential areas
| 34.052235 | -118.243683 |
AvoidHighway
|
7 |
Winding road through the vineyards with historic landmarks.
| 34.052235 | -118.243683 |
Scenic
|
8 |
Walking path along the river from Green Park to City Hall.
| 34.052235 | -118.243683 |
AvoidHighway
|
9 |
Winding coastal path near Cliffside village.
| 36.778259 | -119.417931 |
Scenic
|
10 |
Walking path along the river from Green Park to City Hall.
| 34.052235 | -118.243683 |
AvoidHighway
|
11 |
Winding coastal path along the Pacific shore.
| 37.81364 | -122.41886 |
Scenic
|
12 |
Alternative route using backroads.
| 34.048928 | -118.256217 |
AvoidHighway
|
13 |
Route through the vineyard region with rolling hills and wineries.
| 34.052235 | -118.243683 |
Scenic
|
14 |
Drive through the suburbs with no highway intersections.
| 34.052235 | -118.243683 |
AvoidHighway
|
15 |
Historic neighborhood stroll
| 34.052235 | -118.243683 |
Scenic
|
16 |
Walking trail parallel to the expressway
| 34.052235 | -118.243683 |
AvoidHighway
|
17 |
Coastal route with beach views and seafood restaurants.
| 34.052235 | -118.243683 |
Scenic
|
18 |
Urban cycle track connecting community centers.
| 34.052235 | -118.243683 |
AvoidHighway
|
20 |
Bike trail through the old city walls leading to the central market.
| 34.052235 | -118.243683 |
AvoidHighway
|
21 |
Old town route with historical landmarks.
| 36.77826 | -119.41793 |
Scenic
|
22 |
Pedestrian path through the historic district.
| 34.048928 | -118.256217 |
AvoidHighway
|
23 |
Coastal drive with ocean views and tide pools.
| 34.052235 | -118.243683 |
Scenic
|
24 |
Taking the scenic route along riverside roads.
| 34.052235 | -118.243683 |
AvoidHighway
|
25 |
Coastal view road
| 34.052235 | -118.243683 |
Scenic
|
26 |
City park en route
| 34.052235 | -118.243683 |
AvoidHighway
|
28 |
Ascending the mountain trail to get to the observation deck.
| 34.052235 | -118.243683 |
AvoidHighway
|
31 |
Mountainous route with a lake view.
| 37.2 | -115.95806 |
Scenic
|
32 |
Scenic trail around the lake avoiding highways.
| 34.048928 | -118.256217 |
AvoidHighway
|
33 |
Urban street art tour following alleyways and walls.
| 34.052235 | -118.243683 |
Scenic
|
34 |
Use city streets to bypass the expressway.
| 34.052235 | -118.243683 |
AvoidHighway
|
35 |
Cultural district exploration
| 34.052235 | -118.243683 |
Scenic
|
36 |
Bike-friendly route via underpasses
| 34.052235 | -118.243683 |
AvoidHighway
|
38 |
Historic walking tour through the downtown district.
| 34.052235 | -118.243683 |
AvoidHighway
|
41 |
Path through an ancient forest.
| 34.05223 | -118.24368 |
Scenic
|
42 |
Cycle route through the community gardens.
| 34.048928 | -118.256217 |
AvoidHighway
|
43 |
Mountain drive featuring valleys and alpine lakes.
| 34.052235 | -118.243683 |
Scenic
|
44 |
Walking path along the park avoiding all major roads.
| 34.052235 | -118.243683 |
AvoidHighway
|
45 |
Riverside walk with bike path
| 34.052235 | -118.243683 |
Scenic
|
46 |
Riverside walk avoiding the main road
| 34.052235 | -118.243683 |
AvoidHighway
|
48 |
Taking the ferry across the bay to avoid city traffic.
| 34.052235 | -118.243683 |
AvoidHighway
|
51 |
Hiking trail with panoramic mountain views.
| 39.55006 | -105.78209 |
Scenic
|
52 |
Street art tour avoiding main roads.
| 34.048928 | -118.256217 |
AvoidHighway
|
53 |
Forest drive with a river canyon view.
| 34.052235 | -118.243683 |
Scenic
|
55 |
Park and ride to downtown
| 34.052235 | -118.243683 |
Scenic
|
56 |
Historical landmarks journey
| 34.052235 | -118.243683 |
AvoidHighway
|
58 |
Avoiding the main bridge by taking the tunnel underneath the city.
| 34.052235 | -118.243683 |
AvoidHighway
|
61 |
Canyon road with dramatic cliffs.
| 36.11467 | -112.10893 |
Scenic
|
62 |
Historical landmarks walking tour avoiding highways.
| 34.048928 | -118.256217 |
AvoidHighway
|
63 |
Farmers market route in the early morning light.
| 34.052235 | -118.243683 |
Scenic
|
65 |
View from the top of the hill
| 34.052235 | -118.243683 |
Scenic
|
66 |
Local food tour with scenic backstreets
| 34.052235 | -118.243683 |
AvoidHighway
|
68 |
Pedestrian-friendly route with multiple art installations along the way.
| 34.052235 | -118.243683 |
AvoidHighway
|
71 |
Skyline route with city views.
| 33.75671 | -117.86422 |
Scenic
|
72 |
Route for bird watching avoiding traffic.
| 34.048928 | -118.256217 |
AvoidHighway
|
73 |
Beachside road with clear waters and dunes.
| 34.052235 | -118.243683 |
Scenic
|
75 |
Shopping district tour
| 34.052235 | -118.243683 |
Scenic
|
76 |
Community garden visit detour
| 34.052235 | -118.243683 |
AvoidHighway
|
78 |
Exploring the local market districts via smaller streets and alleys.
| 34.052235 | -118.243683 |
AvoidHighway
|
81 |
Beachfront walk with beach volleyball courts.
| 33.44837 | -112.07404 |
Scenic
|
82 |
Night-time route with minimal traffic lights.
| 34.048928 | -118.256217 |
AvoidHighway
|
83 |
Cathedral city route with architecture tours.
| 34.052235 | -118.243683 |
Scenic
|
85 |
Morning river cruise
| 34.052235 | -118.243683 |
Scenic
|
86 |
Cross-city cable car avoiding congested streets
| 34.052235 | -118.243683 |
AvoidHighway
|
91 |
River cruise through historic city center.
| 35.22708 | -80.84312 |
Scenic
|
92 |
Downtown sightseeing avoiding highways.
| 34.048928 | -118.256217 |
AvoidHighway
|
93 |
River walk with historical monuments and views.
| 34.052235 | -118.243683 |
Scenic
|
95 |
Farmers' market loop
| 34.052235 | -118.243683 |
Scenic
|
96 |
Night market route with pedestrian-only lanes
| 34.052235 | -118.243683 |
AvoidHighway
|
MappingRouteOptimization
tags: routing, optimization, machine learning
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'MappingRouteOptimization' dataset is designed for use in machine learning projects that aim to improve the efficiency of routing algorithms. It contains a collection of route descriptions, their associated geographic coordinates, and potential labels indicating the type of optimization challenge they represent.
CSV Content Preview:
RouteID,RouteDescription,Latitude,Longitude,Label
1,Via main street from A to B avoiding the highway.,34.052235,-118.243683,AvoidHighway
2,Scenic route through downtown with multiple stops.,34.052235,-118.243683,ScenicDowntown
3,Shortest path from C to D via industrial area.,34.052235,-118.243683,ShortestPath
4,High-speed route from E to F with minimum toll stops.,34.052235,-118.243683,MinimizeTolls
5,Historic route showcasing local landmarks from G to H.,34.052235,-118.243683,ShowcaseLandmarks
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query '':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=MappingRouteOptimization&tags=routing,+optimization,+machine+learning
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub
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