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Added dataset files and README for StreetReview

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  1. .DS_Store +0 -0
  2. README.md +166 -0
  3. metadata.csv +61 -0
  4. street_eval/.DS_Store +0 -0
  5. street_eval/i01_evaluations.csv +2 -0
  6. street_eval/i02_evaluations.csv +2 -0
  7. street_eval/i03_evaluations.csv +2 -0
  8. street_eval/i04_evaluations.csv +2 -0
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  48. street_eval/i44_evaluations.csv +2 -0
  49. street_eval/i45_evaluations.csv +2 -0
  50. street_eval/i46_evaluations.csv +2 -0
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README.md ADDED
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1
+ # StreetReview Dataset
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+
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+ ![StreetReview Banner](https://example.com/banner.jpg)
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+
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+ ## Overview
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+
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+ **StreetReview** is a curated dataset designed to evaluate the inclusivity, accessibility, aesthetics, and practicality of urban streetscapes, particularly in a multicultural city context. Focused on Montréal, Canada, the dataset combines diverse demographic evaluations with rich metadata and street-view imagery. It aims to advance research in urban planning, public space design, and machine learning applications for creating inclusive and user-friendly urban environments.
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+
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+ ## Table of Contents
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+
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+ - [Overview](#overview)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Root Directory](#root-directory)
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+ - [Street Image Data](#street-image-data)
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+ - [Street Evaluation Data](#street-evaluation-data)
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+ - [Methodology](#methodology)
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+ - [Participatory Evaluation Process](#participatory-evaluation-process)
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+ - [Data Collection](#data-collection)
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+ - [Data Fields](#data-fields)
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+ - [Metadata](#metadata)
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+ - [Evaluations](#evaluations)
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+ - [Usage](#usage)
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+ - [Cloning the Repository](#cloning-the-repository)
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+ - [Example Code](#example-code)
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+ - [License](#license)
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+ - [Citing StreetReview](#citing-streetreview)
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+ - [Contributing](#contributing)
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+ - [Contact](#contact)
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+
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+ ## Dataset Structure
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+
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+ The **StreetReview** dataset is organized as follows:
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+
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+ ### Root Directory
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+
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+ - **`metadata.csv`**: Comprehensive metadata for each evaluation point.
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+ - **`street_eval/`**: CSV files containing evaluation data for individual street sections.
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+ - **`street_img/`**: Street-view images categorized by street and section.
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+
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+ ### Street Image Data
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+
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+ Images are stored in `street_img/` and organized into folders by street and section, with three perspectives per section (`_main`, `_head`, `_tail`). Example structure:
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+
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+ ```
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+ street_img/
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+ ├── i01_cote_sainte_catherine_main/
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+ │ ├── main_001.jpg
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+ │ ├── main_002.jpg
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+ │ ...
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+ └── i02_rue_berri_main/
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+ ├── main_001.jpg
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+ ├── main_002.jpg
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+ ...
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+ ```
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+
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+ ### Street Evaluation Data
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+
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+ Evaluation data is stored in `street_eval/` as CSV files named after their corresponding street section. Example:
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+
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+ ```
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+ street_eval/
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+ ├── i01_evaluations.csv
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+ ├── i02_evaluations.csv
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+ ...
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+ ```
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+
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+ ## Methodology
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+
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+ ### Participatory Evaluation Process
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+
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+ The dataset was created using a participatory approach to capture diverse urban experiences:
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+
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+ 1. **Individual Evaluation**: Participants rated 20 street on four criteria using a color-coded system.
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+ 2. **Group Evaluation**: In focus groups, participants reassessed images collectively and refined their evaluations.
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+
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+ ### Data Collection
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+
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+ - **Participants**: 28 individuals contributed to criteria development; 12 participated in detailed evaluations.
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+ - **Evaluation Points**: 60 points across 20 streets, with two images per point.
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+ - **Dataset Expansion**: Up to 250 images per point, rotated for diversity.
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+
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+ ## Data Fields
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+
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+ ### Metadata
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+
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+ The `metadata.csv` file contains attributes such as:
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+
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+ | Field | Description |
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+ |------------------------|--------------------------------------|
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+ | `point_id` | Unique identifier |
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+ | `sidewalk_width` | Width of sidewalks |
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+ | `greenery_presence` | Presence of greenery |
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+ | `building_height` | Height of adjacent buildings |
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+ | ... | ... |
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+
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+ ### Evaluations
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+
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+ Each CSV file in `street_eval/` includes ratings from various demographic groups:
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+
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+ | Field | Description |
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+ |---------------------------|---------------------------------|
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+ | `lgbtqia2+_accessibility` | Accessibility rating by LGBTQIA2+ |
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+ | `elderly_male_practicality` | Practicality rating by elderly males |
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+ | `group_inclusivity` | Inclusivity rating by groups of 3-5 diverse individuals |
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+ | ... | ... |
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+
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+ ## Usage
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+
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+ ### Cloning the Repository
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+
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+ Clone the repository with:
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+
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+ ```bash
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+ git clone https://huggingface.co/datasets/rsdmu/streetreview
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+ ```
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+
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+ ### Example Code
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+
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+ ```python
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+ import pandas as pd
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+ from PIL import Image
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+ import os
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+
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+ # Load metadata
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+ metadata = pd.read_csv('metadata.csv')
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+
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+ # Load evaluation data
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+ eval_data = pd.read_csv('street_eval/i01_evaluations.csv')
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+
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+ # Display an image
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+ image_path = 'street_img/i01_cote_sainte_catherine_main/main_001.jpg'
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+ image = Image.open(image_path)
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+ image.show()
134
+ ```
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+
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+ ## License
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+
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+ Licensed under [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/).
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+
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+ ## Citing StreetReview
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+
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+ ```bibtex
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+ @dataset{streetreview2024,
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+ title = {StreetReview Dataset: Evaluating Urban Streetscapes for Inclusivity and Accessibility},
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+ author = {RSDMU},
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+ year = {2024},
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+ publisher = {Hugging Face},
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+ url = {https://huggingface.co/datasets/rsdmu/streetreview}
149
+ }
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+ ```
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+
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+ ## Contributing
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+
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+ We welcome contributions! Please fork the repository, make changes, and submit a pull request.
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+
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+ ## Contact
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+
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+ For inquiries, contact:
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+
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+ - **Email**: [Rashid Mushkani](mailto:[email protected])
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+ - **Website**: [Rashid Mushkani](https://rsdmu.com)
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+ - **GitHub**: [RSDMU](https://github.com/rsdmu)
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+
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+ ---
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+
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+ © 2024 RSDMU. All rights reserved.
metadata.csv ADDED
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1
+ point_id,sidewalk_width,sidewalk_condition,sidewalk_accessibility,seating_availability,sun_exposure,shade_availability,pedestrian_crossings,crossing_signals,crossing_safety,greenery_presence,greenery_type,open_space_areas,street_lighting,waste_bins,bus_stops,barrier_presence,movement_obstructions,building_hight,road_markings,bike_lane_presence,surrounding_land_use,site_years_old,urbanization_spectrum,socio-economic_status,surrounding_area_density
2
+ i01,Narrow,Fair,Basic,Absent,Partly Present,Present,Present,Present,Basic,High,Trees and grass,Absent,Present,Absent,Present,No,No,Low-rise,Present,Absent,Residential,1970s,Urban,Medium,Medium
3
+ i02,Variable,Fair,Basic,Present,Present,Absent,Present,Present,Basic,Basic,Trees and grass,Present,Present,Present,Absent,Few,Few,High-rise,Present,Present,Commercial,1970s,City Center,High,High
4
+ i03,Variable,Fair,Basic,Absent,Present,Present,Present,Present,Basic,Medium,Trees,Absent,Present,Absent,Present,No,No,Mid-rise,Absent,Absent,Mixed use,2010s,Urban,High,Medium
5
+ i04,Variable,Fair,Limited,Absent,Present,Absent,Present,Present,Basic,Basic,Trees and grass,Present,Present,Present,Absent,Few,No,Mid-rise,Present,Absent,Commercial,1920s,City Center,High,Medium
6
+ i05,Narrow,Excellent,Basic,Absent,Partly Present,Present,Absent,Absent,Absent,Basic,Trees and grass,Absent,Present,Absent,Absent,No,No,Low-rise,Absent,Absent,Residential,1970s,Urban,High,Medium
7
+ i06,Narrow,Excellent,Basic,Absent,Present,Absent,Absent,Absent,Absent,Absent,Trees and grass,Absent,Present,Absent,Absent,No,No,Mid-rise,Absent,Absent,Residential,2010s,Urban,High,Medium
8
+ i07,Narrow,Fair,Basic,Absent,Present,Present,Absent,Absent,Absent,Medium,Trees and grass,Absent,Present,Absent,Absent,No,No,Low-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
9
+ i08,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Absent,Absent,Absent,Present,Absent,Absent,Few,Few,Low-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
10
+ i09,Narrow,Fair,Basic,Absent,Present,Absent,Absent,Absent,Basic,Medium,Trees and grass,Absent,Present,Absent,Absent,Few,No,Low-rise,Absent,Absent,Residential,1970s,Urban,High,Medium
11
+ i10,Wide,Fair,Basic,Absent,Partly Present,Present,Present,Present,Basic,Medium,Trees,Absent,Present,Present,Absent,Few,No,Mid-rise,Present,Absent,Residential,1970s,City Center,Medium,High
12
+ i11,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Basic,Trees and grass,Absent,Absent,Absent,Absent,Few,Few,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
13
+ i12,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Basic,Trees,Absent,Present,Absent,Absent,Few,Few,Mid-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
14
+ i13,Wide,Fair,Basic,Absent,Present,Present,Present,Present,Basic,Basic,Trees ,Absent,Present,Present,Present,No,Few,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
15
+ i14,Wide,Fair,Excellent,Present,Partly Present,Present,Present,Present,High,High,Trees_grass_flower,Present,Present,Present,Absent,No,No,Mid-rise,Present,Present,Mixed use,1970s,City Center,Medium,Medium
16
+ i15,Narrow,Fair,Basic,Absent,Present,Absent,Present,Present,Basic,Absent,Absent,Absent,Present,Absent,Absent,Few,No,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
17
+ i16,Wide,Excellent,Limited,Present,Partly Present,Present,Present,Present,High,Basic,Trees,Present,Present,Absent,Absent,Few,Few,High-rise,Absent,Absent,Mixed use,2010s,City Center,High,Medium
18
+ i17,Wide,Fair,Basic,Present,Partly Present,Present,Present,Present,Basic,Basic,Trees,Absent,Present,Absent,Absent,No,No,High-rise,Present,Absent,Commercial,1970s,City Center,High,High
19
+ i18,Wide,Excellent,Excellent,Present,Partly Present,Present,Present,Present,High,Basic,Trees_grass_flower,Present,Present,Present,Absent,No,No,Mid-rise,Present,Present,Mixed use,2010s,City Center,High,Medium
20
+ i19,Absent,Absent,Absent,Absent,Present,Absent,Absent,Absent,Absent,High,Trees_grass_flower,Absent,Absent,Absent,Absent,No,Few,Low-rise,Absent,Absent,Residential,1970s,Suburban,High,Low
21
+ i20,Narrow,Fair,Basic,Absent,Present,Absent,Absent,Absent,Absent,Absent,grass,Absent,Present,Absent,Absent,No,No,Low-rise,Present,Absent,Commercial,2010s,Urban,Medium,Low
22
+ i21,Narrow,Fair,Basic,Absent,Partly Present,Present,Present,Present,Basic,High,Trees and grass,Absent,Present,Absent,Present,No,No,Low-rise,Present,Absent,Residential,1970s,Urban,Medium,Medium
23
+ i22,Variable,Fair,Basic,Present,Present,Absent,Present,Present,Basic,Basic,Trees and grass,Present,Present,Present,Absent,Few,Few,High-rise,Present,Present,Commercial,1970s,City Center,High,High
24
+ i23,Variable,Fair,Basic,Absent,Present,Present,Present,Present,Basic,Medium,Trees,Absent,Present,Absent,Present,No,No,Mid-rise,Absent,Absent,Mixed use,2010s,Urban,High,Medium
25
+ i24,Variable,Fair,Limited,Absent,Present,Absent,Present,Present,Basic,Basic,Trees and grass,Present,Present,Present,Absent,Few,No,Mid-rise,Present,Absent,Commercial,1920s,City Center,High,Medium
26
+ i25,Narrow,Excellent,Basic,Absent,Partly Present,Present,Absent,Absent,Absent,Basic,Trees and grass,Absent,Present,Absent,Absent,No,No,Low-rise,Absent,Absent,Residential,1970s,Urban,High,Medium
27
+ i26,Narrow,Excellent,Basic,Absent,Present,Absent,Absent,Absent,Absent,Absent,Trees and grass,Absent,Present,Absent,Absent,No,No,Mid-rise,Absent,Absent,Residential,2010s,Urban,High,Medium
28
+ i27,Narrow,Fair,Basic,Absent,Present,Present,Absent,Absent,Absent,Medium,Trees and grass,Absent,Present,Absent,Absent,No,No,Low-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
29
+ i28,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Absent,Absent,Absent,Present,Absent,Absent,Few,Few,Low-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
30
+ i29,Narrow,Fair,Basic,Absent,Present,Absent,Absent,Absent,Basic,Medium,Trees and grass,Absent,Present,Absent,Absent,Few,No,Low-rise,Absent,Absent,Residential,1970s,Urban,High,Medium
31
+ i30,Wide,Fair,Basic,Absent,Partly Present,Present,Present,Present,Basic,Medium,Trees,Absent,Present,Present,Absent,Few,No,Mid-rise,Present,Absent,Residential,1970s,City Center,Medium,High
32
+ i31,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Basic,Trees and grass,Absent,Absent,Absent,Absent,Few,Few,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
33
+ i32,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Basic,Trees,Absent,Present,Absent,Absent,Few,Few,Mid-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
34
+ i33,Wide,Fair,Basic,Absent,Present,Present,Present,Present,Basic,Basic,Trees ,Absent,Present,Present,Present,No,Few,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
35
+ i34,Wide,Fair,Excellent,Present,Partly Present,Present,Present,Present,High,High,Trees_grass_flower,Present,Present,Present,Absent,No,No,Mid-rise,Present,Present,Mixed use,1970s,City Center,Medium,Medium
36
+ i35,Narrow,Fair,Basic,Absent,Present,Absent,Present,Present,Basic,Absent,Absent,Absent,Present,Absent,Absent,Few,No,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
37
+ i36,Wide,Excellent,Limited,Present,Partly Present,Present,Present,Present,High,Basic,Trees,Present,Present,Absent,Absent,Few,Few,High-rise,Absent,Absent,Mixed use,2010s,City Center,High,Medium
38
+ i37,Wide,Fair,Basic,Present,Partly Present,Present,Present,Present,Basic,Basic,Trees,Absent,Present,Absent,Absent,No,No,High-rise,Present,Absent,Commercial,1970s,City Center,High,High
39
+ i38,Wide,Excellent,Excellent,Present,Partly Present,Present,Present,Present,High,Basic,Trees_grass_flower,Present,Present,Present,Absent,No,No,Mid-rise,Present,Present,Mixed use,2010s,City Center,High,Medium
40
+ i39,Absent,Absent,Absent,Absent,Present,Absent,Absent,Absent,Absent,High,Trees_grass_flower,Absent,Absent,Absent,Absent,No,Few,Low-rise,Absent,Absent,Residential,1970s,Suburban,High,Low
41
+ i40,Narrow,Fair,Basic,Absent,Present,Absent,Absent,Absent,Absent,Absent,grass,Absent,Present,Absent,Absent,No,No,Low-rise,Present,Absent,Commercial,2010s,Urban,Medium,Low
42
+ i41,Narrow,Fair,Basic,Absent,Partly Present,Present,Present,Present,Basic,High,Trees and grass,Absent,Present,Absent,Present,No,No,Low-rise,Present,Absent,Residential,1970s,Urban,Medium,Medium
43
+ i42,Variable,Fair,Basic,Present,Present,Absent,Present,Present,Basic,Basic,Trees and grass,Present,Present,Present,Absent,Few,Few,High-rise,Present,Present,Commercial,1970s,City Center,High,High
44
+ i43,Variable,Fair,Basic,Absent,Present,Present,Present,Present,Basic,Medium,Trees,Absent,Present,Absent,Present,No,No,Mid-rise,Absent,Absent,Mixed use,2010s,Urban,High,Medium
45
+ i44,Variable,Fair,Limited,Absent,Present,Absent,Present,Present,Basic,Basic,Trees and grass,Present,Present,Present,Absent,Few,No,Mid-rise,Present,Absent,Commercial,1920s,City Center,High,Medium
46
+ i45,Narrow,Excellent,Basic,Absent,Partly Present,Present,Absent,Absent,Absent,Basic,Trees and grass,Absent,Present,Absent,Absent,No,No,Low-rise,Absent,Absent,Residential,1970s,Urban,High,Medium
47
+ i46,Narrow,Excellent,Basic,Absent,Present,Absent,Absent,Absent,Absent,Absent,Trees and grass,Absent,Present,Absent,Absent,No,No,Mid-rise,Absent,Absent,Residential,2010s,Urban,High,Medium
48
+ i47,Narrow,Fair,Basic,Absent,Present,Present,Absent,Absent,Absent,Medium,Trees and grass,Absent,Present,Absent,Absent,No,No,Low-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
49
+ i48,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Absent,Absent,Absent,Present,Absent,Absent,Few,Few,Low-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
50
+ i49,Narrow,Fair,Basic,Absent,Present,Absent,Absent,Absent,Basic,Medium,Trees and grass,Absent,Present,Absent,Absent,Few,No,Low-rise,Absent,Absent,Residential,1970s,Urban,High,Medium
51
+ i50,Wide,Fair,Basic,Absent,Partly Present,Present,Present,Present,Basic,Medium,Trees,Absent,Present,Present,Absent,Few,No,Mid-rise,Present,Absent,Residential,1970s,City Center,Medium,High
52
+ i51,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Basic,Trees and grass,Absent,Absent,Absent,Absent,Few,Few,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
53
+ i52,Narrow,Fair,Limited,Absent,Present,Absent,Absent,Absent,Absent,Basic,Trees,Absent,Present,Absent,Absent,Few,Few,Mid-rise,Absent,Absent,Residential,1970s,Urban,Low,Medium
54
+ i53,Wide,Fair,Basic,Absent,Present,Present,Present,Present,Basic,Basic,Trees ,Absent,Present,Present,Present,No,Few,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
55
+ i54,Wide,Fair,Excellent,Present,Partly Present,Present,Present,Present,High,High,Trees_grass_flower,Present,Present,Present,Absent,No,No,Mid-rise,Present,Present,Mixed use,1970s,City Center,Medium,Medium
56
+ i55,Narrow,Fair,Basic,Absent,Present,Absent,Present,Present,Basic,Absent,Absent,Absent,Present,Absent,Absent,Few,No,Mid-rise,Absent,Absent,Mixed use,1970s,City Center,Medium,Medium
57
+ i56,Wide,Excellent,Limited,Present,Partly Present,Present,Present,Present,High,Basic,Trees,Present,Present,Absent,Absent,Few,Few,High-rise,Absent,Absent,Mixed use,2010s,City Center,High,Medium
58
+ i57,Wide,Fair,Basic,Present,Partly Present,Present,Present,Present,Basic,Basic,Trees,Absent,Present,Absent,Absent,No,No,High-rise,Present,Absent,Commercial,1970s,City Center,High,High
59
+ i58,Wide,Excellent,Excellent,Present,Partly Present,Present,Present,Present,High,Basic,Trees_grass_flower,Present,Present,Present,Absent,No,No,Mid-rise,Present,Present,Mixed use,2010s,City Center,High,Medium
60
+ i59,Absent,Absent,Absent,Absent,Present,Absent,Absent,Absent,Absent,High,Trees_grass_flower,Absent,Absent,Absent,Absent,No,Few,Low-rise,Absent,Absent,Residential,1970s,Suburban,High,Low
61
+ i60,Narrow,Fair,Basic,Absent,Present,Absent,Absent,Absent,Absent,Absent,grass,Absent,Present,Absent,Absent,No,No,Low-rise,Present,Absent,Commercial,2010s,Urban,Medium,Low
street_eval/.DS_Store ADDED
Binary file (6.15 kB). View file
 
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street_eval/i11_evaluations.csv ADDED
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street_eval/i12_evaluations.csv ADDED
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street_eval/i15_evaluations.csv ADDED
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street_eval/i16_evaluations.csv ADDED
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street_eval/i17_evaluations.csv ADDED
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street_eval/i18_evaluations.csv ADDED
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street_eval/i19_evaluations.csv ADDED
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street_eval/i20_evaluations.csv ADDED
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street_eval/i21_evaluations.csv ADDED
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street_eval/i22_evaluations.csv ADDED
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1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i22,2.3,2.5,2.5,3.0,3.5,2.2,2.0,3.0,2.7,2.3,2.0,3.7,2.5,2,2,3,2,2.5,2,3,2.4,2.1,2.0,3.2,2.2,2.5,2.2,2.5
street_eval/i23_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i23,3.3,2.0,1.5,3.0,2.4,1.0,2.0,3.0,2.7,2.7,1.7,3.2,2,1.5,1,2,2,2,2,2.5,2.2,1.7,1.7,2.5,2.5,2.8,1.8,3.0
street_eval/i24_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i24,2.9,3.0,3.0,3.5,1.0,2.3,1.0,1.0,2.9,3.0,2.3,3.0,2,3,2,3,3,3,3,2,2.2,2.8,2.3,2.3,3.0,3.0,3.0,4.0
street_eval/i25_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i25,3.5,3.5,3.5,2.5,2.0,2.0,2.5,2.0,1.7,1.7,3.3,1.7,3,3,3,3,3.1,2,2,2,2.4,2.2,2.6,2.2,1.8,1.7,3.3,1.7
street_eval/i26_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i26,3.0,2.7,2.5,2.6,4.0,2.0,1.0,4.0,2.7,2.2,1.7,2.3,3,2,3,2,3,2.3,2,2,3.5,2.2,1.9,2.6,3.0,2.0,2.0,1.0
street_eval/i27_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i27,3.5,1.5,3.0,2.5,2.0,2.0,3.0,2.0,2.3,1.7,2.0,2.3,2,2,1,1,2,2,2,1,2.1,1.9,2.0,1.6,2.0,1.0,2.0,1.0
street_eval/i28_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i28,2.0,1.5,1.0,1.5,3.0,2.0,1.5,2.0,1.3,1.0,1.0,1.7,1,1,1,1,2,1,1,1,1.8,1.5,1.0,1.4,1.9,1.3,1.3,1.4
street_eval/i29_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i29,2.5,3.0,3.5,3.5,2.0,2.0,3.0,4.0,1.7,1.7,2.0,1.3,2,2,1,1,1,2,2,1,1.7,1.9,2.0,1.8,2.0,3.0,2.0,2.5
street_eval/i30_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i30,2.5,2.5,2.0,2.5,3.0,2.0,1.0,3.0,2.7,2.7,2.3,2.7,3,2,2,1,2,3,2,2,2.9,2.4,1.8,2.2,2.5,2.5,1.5,2.5
street_eval/i31_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i31,3.0,2.0,2.6,2.0,2.0,1.0,1.0,3.5,1.7,1.0,1.3,2.3,2,1,1,1.1,2,3,2,2,1.9,1.5,1.3,2.3,2.2,1.5,1.0,2.5
street_eval/i32_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i32,2.5,1.8,2.5,1.5,2.0,2.0,2.0,3.0,1.7,1.7,1.7,2.3,2,2,2,2,1,1.1,1,1,1.7,1.7,1.7,2.1,1.0,1.0,1.3,1.0
street_eval/i33_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i33,3.0,2.5,2.0,3.0,3.6,2.0,1.0,3.0,2.0,2.3,2.3,3.0,3,1,3,3,2,2,2,2,2.5,1.8,2.1,2.3,3.0,2.0,1.5,2.4
street_eval/i34_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i34,3.5,3.5,4.0,3.0,2.0,3.0,2.0,2.0,3.0,2.8,2.7,2.3,2,3,2,3,3,3,4,3,2.5,2.8,2.0,2.6,3.2,2.5,2.8,2.4
street_eval/i35_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i35,3.0,2.0,1.5,2.0,3.0,2.0,1.0,3.0,2.7,2.9,1.7,2.7,3,1,1,2,2,2,1,2,2.7,1.8,1.2,2.4,2.5,2.3,1.3,2.3
street_eval/i36_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i36,3.0,2.5,3.5,2.0,1.0,1.0,1.0,1.0,3.3,3.3,2.7,3.7,3,1,3,1,4,4,3,3,2.8,2.3,2.8,2.2,2.6,2.3,1.6,2.1
street_eval/i37_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i37,2.0,2.0,2.8,2.0,3.0,2.0,1.0,3.0,2.0,1.7,1.6,2.7,1,1,1,2,2,2,2,2,2.0,1.7,1.6,2.4,2.0,2.0,2.0,2.0
street_eval/i38_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i38,3.5,3.5,2.0,3.4,1.0,1.0,1.0,1.0,3.7,3.5,3.7,3.3,4,2,3,2,4,4,3,3,3.2,2.6,2.5,2.3,2.2,2.5,1.5,2.0
street_eval/i39_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i39,2.5,1.5,3.0,1.5,1.0,2.0,3.0,1.0,2.3,1.3,2.8,1.0,3,2,4,2,3,2,3,2,2.3,1.9,3.2,1.5,3.0,1.0,3.0,1.0
street_eval/i40_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i40,3.0,1.0,1.0,2.5,4.0,2.0,1.0,4.0,2.0,2.3,1.6,2.7,3,2,2,3,2,1,1,1.5,2.8,1.8,1.3,2.7,2.6,2.0,1.9,2.6
street_eval/i41_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i41,2.7,2.5,4.0,2.0,2.0,2.0,3.5,2.0,2.7,2.3,2.7,2.7,3,3,2,2,2,2,2,2,2.4,2.3,2.7,2.2,2.2,2.3,3.1,2.1
street_eval/i42_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i42,3.0,2.5,2.0,3.0,3.0,2.0,2.0,3.0,2.7,2.3,2.0,3.7,2,2,2,3,2,2,2,3,2.4,2.1,2.0,3.2,2.5,2.5,2.2,2.5
street_eval/i43_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i43,3.0,2.0,1.5,3.0,2.0,1.0,2.0,3.0,2.7,2.7,1.8,3.0,2,1,1,2,2,2,2,2,2.2,1.7,1.7,2.5,2.5,2.0,1.8,3.0
street_eval/i44_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i44,3.5,3.0,3.0,3.5,1.5,2.0,1.0,1.5,2.7,3.0,2.3,2.0,2,3,2,3,3,3.5,3,2,2.4,2.8,2.1,2.3,3.0,3.0,3.0,3.8
street_eval/i45_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i45,3.5,3.0,3.5,2.5,2.5,2.0,2.0,2.0,1.7,1.7,3.3,1.7,3,3,3.5,3,3,2,2,2,2.4,2.2,2.6,2.4,1.7,1.7,3.3,1.7
street_eval/i46_evaluations.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ pointid,lgbtqia2+_practicality,lgbtqia2+_inclusivity,lgbtqia2+_aesthetics,lgbtqia2+_accessibility,handicapped_practicality,handicapped_inclusivity,handicapped_aesthetics,handicapped_accessibility,elderly_female_practicality,elderly_female_inclusivity,elderly_female_aesthetics,elderly_female_accessibility,elderly_male_practicality,elderly_male_inclusivity,elderly_male_aesthetics,elderly_male_accessibility,young_male_practicality,young_male_inclusivity,young_male_aesthetics,young_male_accessibility,young_female_practicality,young_female_inclusivity,young_female_aesthetics,young_female_accessibility,group_practicality,group_inclusivity,group_aesthetics,group_accessibility
2
+ i46,3.5,2.5,2.5,2.0,4.0,2.0,1.0,4.0,2.7,2.7,1.7,2.6,3,2,3,2,3,2,2,2,3.4,2.2,1.9,2.6,3.0,2.0,2.0,1.0