Upload folder using huggingface_hub
Browse files- .argilla/dataset.json +1 -0
- .argilla/settings.json +1 -0
- README.md +197 -33
.argilla/dataset.json
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{"id": "cac7a175-df8d-478e-b2bc-5d28cc5cf084", "inserted_at": "2024-09-06T02:03:28.799128", "updated_at": "2024-09-06T02:03:29.452661", "name": "setfit_tutorial_dataset", "status": "ready", "guidelines": null, "allow_extra_metadata": false, "distribution": {"strategy": "overlap", "min_submitted": 1}, "workspace_id": "54beafd1-003b-4ae1-97c9-661fb1afe46b", "last_activity_at": "2024-09-06T02:03:29.452661"}
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.argilla/settings.json
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{"guidelines": null, "questions": [{"id": "fd634328-8d0a-4a3e-9518-f515189d636d", "name": "topics", "settings": {"type": "multi_label_selection", "options": [{"value": "activate_my_card", "text": "activate_my_card", "description": null}, {"value": "age_limit", "text": "age_limit", "description": null}, {"value": "apple_pay_or_google_pay", "text": "apple_pay_or_google_pay", "description": null}, {"value": "atm_support", "text": "atm_support", "description": null}, {"value": "automatic_top_up", "text": "automatic_top_up", "description": null}, {"value": "balance_not_updated_after_bank_transfer", "text": "balance_not_updated_after_bank_transfer", "description": null}, {"value": "balance_not_updated_after_cheque_or_cash_deposit", "text": "balance_not_updated_after_cheque_or_cash_deposit", "description": null}, {"value": "beneficiary_not_allowed", "text": "beneficiary_not_allowed", "description": null}, {"value": "cancel_transfer", "text": "cancel_transfer", "description": null}, {"value": "card_about_to_expire", "text": "card_about_to_expire", "description": null}, {"value": "card_acceptance", "text": "card_acceptance", "description": null}, {"value": "card_arrival", "text": "card_arrival", "description": null}, {"value": "card_delivery_estimate", "text": "card_delivery_estimate", "description": null}, {"value": "card_linking", "text": "card_linking", "description": null}, {"value": "card_not_working", "text": "card_not_working", "description": null}, {"value": "card_payment_fee_charged", "text": "card_payment_fee_charged", "description": null}, {"value": "card_payment_not_recognised", "text": "card_payment_not_recognised", "description": null}, {"value": "card_payment_wrong_exchange_rate", "text": "card_payment_wrong_exchange_rate", "description": null}, {"value": "card_swallowed", "text": "card_swallowed", "description": null}, {"value": "cash_withdrawal_charge", "text": "cash_withdrawal_charge", "description": null}, {"value": "cash_withdrawal_not_recognised", "text": "cash_withdrawal_not_recognised", "description": null}, {"value": "change_pin", "text": "change_pin", "description": null}, {"value": "compromised_card", "text": "compromised_card", "description": null}, {"value": "contactless_not_working", "text": "contactless_not_working", "description": null}, {"value": "country_support", "text": "country_support", "description": null}, {"value": "declined_card_payment", "text": "declined_card_payment", "description": null}, {"value": "declined_cash_withdrawal", "text": "declined_cash_withdrawal", "description": null}, {"value": "declined_transfer", "text": "declined_transfer", "description": null}, {"value": "direct_debit_payment_not_recognised", "text": "direct_debit_payment_not_recognised", "description": null}, {"value": "disposable_card_limits", "text": "disposable_card_limits", "description": null}, {"value": "edit_personal_details", "text": "edit_personal_details", "description": null}, {"value": "exchange_charge", "text": "exchange_charge", "description": null}, {"value": "exchange_rate", "text": "exchange_rate", "description": null}, {"value": "exchange_via_app", "text": "exchange_via_app", "description": null}, {"value": "extra_charge_on_statement", "text": "extra_charge_on_statement", "description": null}, {"value": "failed_transfer", "text": "failed_transfer", "description": null}, {"value": "fiat_currency_support", "text": "fiat_currency_support", "description": null}, {"value": "get_disposable_virtual_card", "text": "get_disposable_virtual_card", "description": null}, {"value": "get_physical_card", "text": "get_physical_card", "description": null}, {"value": "getting_spare_card", "text": "getting_spare_card", "description": null}, {"value": "getting_virtual_card", "text": "getting_virtual_card", "description": null}, {"value": "lost_or_stolen_card", "text": "lost_or_stolen_card", "description": null}, {"value": "lost_or_stolen_phone", "text": "lost_or_stolen_phone", "description": null}, {"value": "order_physical_card", "text": "order_physical_card", "description": null}, {"value": "passcode_forgotten", "text": "passcode_forgotten", "description": null}, {"value": "pending_card_payment", "text": "pending_card_payment", "description": null}, {"value": "pending_cash_withdrawal", "text": "pending_cash_withdrawal", "description": null}, {"value": "pending_top_up", "text": "pending_top_up", "description": null}, {"value": "pending_transfer", "text": "pending_transfer", "description": null}, {"value": "pin_blocked", "text": "pin_blocked", "description": null}, {"value": "receiving_money", "text": "receiving_money", "description": null}, {"value": "Refund_not_showing_up", "text": "Refund_not_showing_up", "description": null}, {"value": "request_refund", "text": "request_refund", "description": null}, {"value": "reverted_card_payment?", "text": "reverted_card_payment?", "description": null}, {"value": "supported_cards_and_currencies", "text": "supported_cards_and_currencies", "description": null}, {"value": "terminate_account", "text": "terminate_account", "description": null}, {"value": "top_up_by_bank_transfer_charge", "text": "top_up_by_bank_transfer_charge", "description": null}, {"value": "top_up_by_card_charge", "text": "top_up_by_card_charge", "description": null}, {"value": "top_up_by_cash_or_cheque", "text": "top_up_by_cash_or_cheque", "description": null}, {"value": "top_up_failed", "text": "top_up_failed", "description": null}, {"value": "top_up_limits", "text": "top_up_limits", "description": null}, {"value": "top_up_reverted", "text": "top_up_reverted", "description": null}, {"value": "topping_up_by_card", "text": "topping_up_by_card", "description": null}, {"value": "transaction_charged_twice", "text": "transaction_charged_twice", "description": null}, {"value": "transfer_fee_charged", "text": "transfer_fee_charged", "description": null}, {"value": "transfer_into_account", "text": "transfer_into_account", "description": null}, {"value": "transfer_not_received_by_recipient", "text": "transfer_not_received_by_recipient", "description": null}, {"value": "transfer_timing", "text": "transfer_timing", "description": null}, {"value": "unable_to_verify_identity", "text": "unable_to_verify_identity", "description": null}, {"value": "verify_my_identity", "text": "verify_my_identity", "description": null}, {"value": "verify_source_of_funds", "text": "verify_source_of_funds", "description": null}, {"value": "verify_top_up", "text": "verify_top_up", "description": null}, {"value": "virtual_card_not_working", "text": "virtual_card_not_working", "description": null}, {"value": "visa_or_mastercard", "text": "visa_or_mastercard", "description": null}, {"value": "why_verify_identity", "text": "why_verify_identity", "description": null}, {"value": "wrong_amount_of_cash_received", "text": "wrong_amount_of_cash_received", "description": null}, {"value": "wrong_exchange_rate_for_cash_withdrawal", "text": "wrong_exchange_rate_for_cash_withdrawal", "description": null}], "visible_options": 10, "options_order": "natural"}, "title": "Select the topic(s) of the request", "description": null, "required": true, "inserted_at": "2024-09-06T02:03:29.059691", "updated_at": "2024-09-06T02:03:29.059691", "type": "multi_label_selection"}, {"id": "2f05b5c8-339b-4ba5-9f47-ef2e85af1bfa", "name": "sentiment", "settings": {"type": "label_selection", "options": [{"value": "positive", "text": "positive", "description": null}, {"value": "neutral", "text": "neutral", "description": null}, {"value": "negative", "text": "negative", "description": null}], "visible_options": 3}, "title": "What is the sentiment of the message?", "description": null, "required": true, "inserted_at": "2024-09-06T02:03:29.152445", "updated_at": "2024-09-06T02:03:29.152445", "type": "label_selection"}], "fields": [{"id": "0e7ded18-ce13-4424-9d15-34b0fa36fea9", "inserted_at": "2024-09-06T02:03:28.969129", "updated_at": "2024-09-06T02:03:28.969129", "name": "text", "settings": {"type": "text", "use_markdown": false}, "title": "text", "required": true, "description": null, "dataset_id": "cac7a175-df8d-478e-b2bc-5d28cc5cf084", "type": "text"}], "vectors": [], "metadata": [], "allow_extra_metadata": false, "distribution": {"strategy": "overlap", "min_submitted": 1}}
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README.md
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dtype: string
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dtype: string
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- name: text
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dtype: 'null'
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dtype: 'null'
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sequence: string
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dtype: 'null'
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dtype: 'null'
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splits:
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- name: train
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num_bytes: 624567
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num_examples: 3080
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download_size: 342569
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dataset_size: 624567
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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---
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---
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size_categories: 1K<n<10K
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tags:
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- rlfh
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- argilla
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- human-feedback
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---
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# Dataset Card for my_setfit_dataset
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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
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import argilla as rg
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ds = rg.Dataset.from_hub("SeungAhSon/my_setfit_dataset")
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```
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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
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from datasets import load_dataset
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ds = load_dataset("SeungAhSon/my_setfit_dataset")
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```
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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`.
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* The [annotation guidelines](#annotation-guidelines) that have been used for building and curating the dataset, if they've been defined in Argilla.
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* 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 | Markdown |
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| ---------- | ----- | ---- | -------- | -------- |
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| text | text | text | True | False |
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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 |
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| ------------- | ----- | ---- | -------- | ----------- | ------------- |
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| topics | Select the topic(s) of the request | multi_label_selection | True | N/A | ['activate_my_card', 'age_limit', 'apple_pay_or_google_pay', 'atm_support', 'automatic_top_up', 'balance_not_updated_after_bank_transfer', 'balance_not_updated_after_cheque_or_cash_deposit', 'beneficiary_not_allowed', 'cancel_transfer', 'card_about_to_expire', 'card_acceptance', 'card_arrival', 'card_delivery_estimate', 'card_linking', 'card_not_working', 'card_payment_fee_charged', 'card_payment_not_recognised', 'card_payment_wrong_exchange_rate', 'card_swallowed', 'cash_withdrawal_charge', 'cash_withdrawal_not_recognised', 'change_pin', 'compromised_card', 'contactless_not_working', 'country_support', 'declined_card_payment', 'declined_cash_withdrawal', 'declined_transfer', 'direct_debit_payment_not_recognised', 'disposable_card_limits', 'edit_personal_details', 'exchange_charge', 'exchange_rate', 'exchange_via_app', 'extra_charge_on_statement', 'failed_transfer', 'fiat_currency_support', 'get_disposable_virtual_card', 'get_physical_card', 'getting_spare_card', 'getting_virtual_card', 'lost_or_stolen_card', 'lost_or_stolen_phone', 'order_physical_card', 'passcode_forgotten', 'pending_card_payment', 'pending_cash_withdrawal', 'pending_top_up', 'pending_transfer', 'pin_blocked', 'receiving_money', 'Refund_not_showing_up', 'request_refund', 'reverted_card_payment?', 'supported_cards_and_currencies', 'terminate_account', 'top_up_by_bank_transfer_charge', 'top_up_by_card_charge', 'top_up_by_cash_or_cheque', 'top_up_failed', 'top_up_limits', 'top_up_reverted', 'topping_up_by_card', 'transaction_charged_twice', 'transfer_fee_charged', 'transfer_into_account', 'transfer_not_received_by_recipient', 'transfer_timing', 'unable_to_verify_identity', 'verify_my_identity', 'verify_source_of_funds', 'verify_top_up', 'virtual_card_not_working', 'visa_or_mastercard', 'why_verify_identity', 'wrong_amount_of_cash_received', 'wrong_exchange_rate_for_cash_withdrawal'] |
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| sentiment | What is the sentiment of the message? | label_selection | True | N/A | ['positive', 'neutral', 'negative'] |
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<!-- check length of metadata properties -->
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### Data Instances
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An example of a dataset instance in Argilla looks as follows:
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```json
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{
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"_server_id": "70e66e5f-32a6-4376-9b89-48c355365e56",
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"fields": {
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"text": "I need to reset my passcode. How do I do it?"
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},
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"id": "74194048-4270-4e14-b5d8-58193abd969c",
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"metadata": {},
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"responses": {},
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"status": "pending",
|
| 93 |
+
"suggestions": {
|
| 94 |
+
"sentiment": {
|
| 95 |
+
"agent": null,
|
| 96 |
+
"score": null,
|
| 97 |
+
"value": "neutral"
|
| 98 |
+
},
|
| 99 |
+
"topics": {
|
| 100 |
+
"agent": null,
|
| 101 |
+
"score": null,
|
| 102 |
+
"value": [
|
| 103 |
+
"passcode_forgotten"
|
| 104 |
+
]
|
| 105 |
+
}
|
| 106 |
+
},
|
| 107 |
+
"vectors": {}
|
| 108 |
+
}
|
| 109 |
+
```
|
| 110 |
+
|
| 111 |
+
While the same record in HuggingFace `datasets` looks as follows:
|
| 112 |
+
|
| 113 |
+
```json
|
| 114 |
+
{
|
| 115 |
+
"_server_id": "70e66e5f-32a6-4376-9b89-48c355365e56",
|
| 116 |
+
"id": "74194048-4270-4e14-b5d8-58193abd969c",
|
| 117 |
+
"sentiment.suggestion": "neutral",
|
| 118 |
+
"sentiment.suggestion.agent": null,
|
| 119 |
+
"sentiment.suggestion.score": null,
|
| 120 |
+
"status": "pending",
|
| 121 |
+
"text": "I need to reset my passcode. How do I do it?",
|
| 122 |
+
"topics.suggestion": [
|
| 123 |
+
"passcode_forgotten"
|
| 124 |
+
],
|
| 125 |
+
"topics.suggestion.agent": null,
|
| 126 |
+
"topics.suggestion.score": null
|
| 127 |
+
}
|
| 128 |
+
```
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
### Data Splits
|
| 132 |
+
|
| 133 |
+
The dataset contains a single split, which is `train`.
|
| 134 |
+
|
| 135 |
+
## Dataset Creation
|
| 136 |
+
|
| 137 |
+
### Curation Rationale
|
| 138 |
+
|
| 139 |
+
[More Information Needed]
|
| 140 |
+
|
| 141 |
+
### Source Data
|
| 142 |
+
|
| 143 |
+
#### Initial Data Collection and Normalization
|
| 144 |
+
|
| 145 |
+
[More Information Needed]
|
| 146 |
+
|
| 147 |
+
#### Who are the source language producers?
|
| 148 |
+
|
| 149 |
+
[More Information Needed]
|
| 150 |
+
|
| 151 |
+
### Annotations
|
| 152 |
+
|
| 153 |
+
#### Annotation guidelines
|
| 154 |
+
|
| 155 |
+
[More Information Needed]
|
| 156 |
+
|
| 157 |
+
#### Annotation process
|
| 158 |
+
|
| 159 |
+
[More Information Needed]
|
| 160 |
+
|
| 161 |
+
#### Who are the annotators?
|
| 162 |
+
|
| 163 |
+
[More Information Needed]
|
| 164 |
+
|
| 165 |
+
### Personal and Sensitive Information
|
| 166 |
+
|
| 167 |
+
[More Information Needed]
|
| 168 |
+
|
| 169 |
+
## Considerations for Using the Data
|
| 170 |
+
|
| 171 |
+
### Social Impact of Dataset
|
| 172 |
+
|
| 173 |
+
[More Information Needed]
|
| 174 |
+
|
| 175 |
+
### Discussion of Biases
|
| 176 |
+
|
| 177 |
+
[More Information Needed]
|
| 178 |
+
|
| 179 |
+
### Other Known Limitations
|
| 180 |
+
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
|
| 183 |
+
## Additional Information
|
| 184 |
+
|
| 185 |
+
### Dataset Curators
|
| 186 |
+
|
| 187 |
+
[More Information Needed]
|
| 188 |
+
|
| 189 |
+
### Licensing Information
|
| 190 |
+
|
| 191 |
+
[More Information Needed]
|
| 192 |
+
|
| 193 |
+
### Citation Information
|
| 194 |
+
|
| 195 |
+
[More Information Needed]
|
| 196 |
+
|
| 197 |
+
### Contributions
|
| 198 |
+
|
| 199 |
+
[More Information Needed]
|