| | --- |
| | tags: |
| | - rlfh |
| | - argilla |
| | - human-feedback |
| | --- |
| | |
| | # Dataset Card for Flight |
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| | This dataset has been created with [Argilla](https://github.com/argilla-io/argilla). As shown in the sections below, this dataset can be loaded into your Argilla server as explained in [Load with Argilla](#load-with-argilla), or used directly with the `datasets` library in [Load with `datasets`](#load-with-datasets). |
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| | ## Using this dataset with Argilla |
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| | To load with Argilla, you'll just need to install Argilla as `pip install argilla --upgrade` and then use the following code: |
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| | ```python |
| | import argilla as rg |
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| | ds = rg.Dataset.from_hub("yale-otto/Flight", settings="auto") |
| | ``` |
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| | This will load the settings and records from the dataset repository and push them to you Argilla server for exploration and annotation. |
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| | ## Using this dataset with `datasets` |
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| | To load the records of this dataset with `datasets`, you'll just need to install `datasets` as `pip install datasets --upgrade` and then use the following code: |
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| | ```python |
| | from datasets import load_dataset |
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| | ds = load_dataset("yale-otto/Flight") |
| | ``` |
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| | This will only load the records of the dataset, but not the Argilla settings. |
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| | ## Dataset Structure |
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| | This dataset repo contains: |
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| | * Dataset records in a format compatible with HuggingFace `datasets`. These records will be loaded automatically when using `rg.Dataset.from_hub` and can be loaded independently using the `datasets` library via `load_dataset`. |
| | * The [annotation guidelines](#annotation-guidelines) that have been used for building and curating the dataset, if they've been defined in Argilla. |
| | * A dataset configuration folder conforming to the Argilla dataset format in `.argilla`. |
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| | The dataset is created in Argilla with: **fields**, **questions**, **suggestions**, **metadata**, **vectors**, and **guidelines**. |
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| | ### Fields |
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| | The **fields** are the features or text of a dataset's records. For example, the 'text' column of a text classification dataset of the 'prompt' column of an instruction following dataset. |
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| | | Field Name | Title | Type | Required | |
| | | ---------- | ----- | ---- | -------- | |
| | | query_prompt | query_prompt | text | True | |
| | | user_preferences | user_preferences | text | True | |
| | | flights_json | flights_json | custom | True | |
| | | flights_csv | flights_csv | text | True | |
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| | ### Questions |
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| | The **questions** are the questions that will be asked to the annotators. They can be of different types, such as rating, text, label_selection, multi_label_selection, or ranking. |
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| | | Question Name | Title | Type | Required | Description | Values/Labels | |
| | | ------------- | ----- | ---- | -------- | ----------- | ------------- | |
| | | rank1 | Rank 1 | text | True | fill in the index of the flight | N/A | |
| | | rank2 | Rank 2 | text | False | fill in the index of the flight | N/A | |
| | | rank3 | Rank 3 | text | False | fill in the index of the flight | N/A | |
| | | rank4 | Rank 4 | text | False | fill in the index of the flight | N/A | |
| | | rank5 | Rank 5 | text | False | fill in the index of the flight | N/A | |
| | | rank6 | Rank 6 | text | False | fill in the index of the flight | N/A | |
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| | |
| | <!-- check length of metadata properties --> |
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| | |
| | ### Data Splits |
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| | The dataset contains a single split, which is `train`. |
| | |
| | ## Dataset Creation |
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| | ### Curation Rationale |
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| | [More Information Needed] |
| | |
| | ### Source Data |
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| | #### Initial Data Collection and Normalization |
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| | [More Information Needed] |
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| | #### Who are the source language producers? |
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| | [More Information Needed] |
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| | ### Annotations |
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| | #### Annotation guidelines |
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| | These are some guidelines. |
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| | #### Annotation process |
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| | [More Information Needed] |
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| | #### Who are the annotators? |
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| | [More Information Needed] |
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| | ### Personal and Sensitive Information |
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| | [More Information Needed] |
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| | ## Considerations for Using the Data |
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| | ### Social Impact of Dataset |
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| | [More Information Needed] |
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| | ### Discussion of Biases |
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| | [More Information Needed] |
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| | ### Other Known Limitations |
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| | [More Information Needed] |
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| | ## Additional Information |
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| | ### Dataset Curators |
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| | [More Information Needed] |
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| | ### Licensing Information |
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| | [More Information Needed] |
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| | ### Citation Information |
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| | [More Information Needed] |
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| | ### Contributions |
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| | [More Information Needed] |
