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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