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5be9aca1-ea1e-4033-b07c-fedb01898129 | completed | d63daa67-c581-4059-9a35-bc91b4799b9a | Stocks rated 5 stars or better are worthy of further analysis. | [
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22d2c7da-373d-4546-8dbb-956ef5363098 | completed | ee11ea45-44d4-4bba-a7c8-0e90093a6d2d | But really, Bitcoin, Ethereum, and Ripple are the three that are far in the lead in terms of adoption. | [
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35227b7e-9dbf-48cd-a1a2-e15c2f1f13c7 | pending | 0c70548e-7eeb-496f-aa50-540c69218ab9 | 1. Page Title: Is your page title distinctive and descriptive? 2. Information Structure: Is your content broken into logical segments? 3. Headings: Are there descriptive headings marking content segments? 4. Semantic Markup: Are headings styled using semantic markup, e. | [
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37a72d8e-faf1-4c61-a0fd-309cea2cec70 | completed | d7bb4d65-95e8-42da-92af-39233f2112bd | These are the objectives you want to connect your KPIs to so you can accurately determine whether your SEO efforts are successful. | [
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d26e0f5e-47b6-452b-b19e-7c5e840ca685 | completed | 7ccbe905-1b48-4a1c-a18a-bf5b58294d9e | This course is comprised of 24 subjects, this includes 8 core subjects, 8 specialisation core subjects and 8 elective subjects. Please note, courses marked with * are an example only. | [
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5b136e3c-9f3e-4e6c-947a-87284940f481 | completed | 163d1484-e213-4e6e-96ae-f6454eaaa2b2 | Once you answer these questions, you can proceed with your marketing strategies. | [
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cf923e78-2be8-4187-9b32-79513ad2b7fd | completed | 971492af-561f-4557-9ee8-c504163de13a | The drastic changes in computerized systems of management have led to the development of a new way of dealing with shares and investments such as high frequency trading (HFT). | [
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2a37a7ac-e14d-45bf-9bc1-3845c7afc0f5 | completed | 568cb493-9981-4620-985f-63cb932d5e4a | We have been blessed with material assets. The Endowment Fund, the Invested Reserve Funds and Real Properties are a part of our life together and help equip us in fulfilling our mission and ministry. | [
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b15e5a99-1d48-49a6-a40a-9cba71d21165 | completed | 7ce974bb-edd3-4060-8a6c-e57841fe355a | Organizations get big by creating and sustaining a portfolio of revenue sources, likey over decades. | [
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Dataset Card for argilla_dataset
This dataset has been created with Argilla. As shown in the sections below, this dataset can be loaded into your Argilla server as explained in Load with Argilla, or used directly with the datasets
library in Load with datasets
.
Using this dataset with Argilla
To load with Argilla, you'll just need to install Argilla as pip install argilla --upgrade
and then use the following code:
import argilla as rg
ds = rg.Dataset.from_hub("sophie021/argilla_dataset", settings="auto")
This will load the settings and records from the dataset repository and push them to you Argilla server for exploration and annotation.
Using this dataset with datasets
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:
from datasets import load_dataset
ds = load_dataset("sophie021/argilla_dataset")
This will only load the records of the dataset, but not the Argilla settings.
Dataset Structure
This dataset repo contains:
- Dataset records in a format compatible with HuggingFace
datasets
. These records will be loaded automatically when usingrg.Dataset.from_hub
and can be loaded independently using thedatasets
library viaload_dataset
. - The 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
.
The dataset is created in Argilla with: fields, questions, suggestions, metadata, vectors, and guidelines.
Fields
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.
Field Name | Title | Type | Required | Markdown |
---|---|---|---|---|
text | Text | text | True | False |
Questions
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.
Question Name | Title | Type | Required | Description | Values/Labels |
---|---|---|---|---|---|
span_label | Classify individual tokens into given labels | span | True | N/A | N/A |
Data Instances
An example of a dataset instance in Argilla looks as follows:
{
"_server_id": "ba989482-6521-407f-8b55-c31b656044dc",
"fields": {
"text": "They cover all kind of instruments with Cryptocurrency just being the main focus of the company. Stocks: you get to enjoy access to trade on the potential movement of top stocks shares like US: BAC, MS, APPL; JP: Toyota, Sony, NTT; DE: BAY and ALD."
},
"id": "675de29d-9ed1-480a-83c2-63bf95867472",
"metadata": {},
"responses": {
"span_label": [
{
"user_id": "c9be73ea-b48a-4278-bd4c-99f4abf2c513",
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},
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]
},
"status": "completed",
"suggestions": {
"span_label": {
"agent": null,
"score": null,
"value": [
{
"end": 34,
"label": "asset",
"start": 23
},
{
"end": 54,
"label": "asset",
"start": 40
},
{
"end": 95,
"label": "organization",
"start": 88
},
{
"end": 103,
"label": "asset",
"start": 97
},
{
"end": 137,
"label": "transaction",
"start": 132
},
{
"end": 177,
"label": "asset",
"start": 171
},
{
"end": 201,
"label": "market index",
"start": 199
},
{
"end": 207,
"label": "market index",
"start": 203
},
{
"end": 247,
"label": "market index",
"start": 244
}
]
}
},
"vectors": {}
}
While the same record in HuggingFace datasets
looks as follows:
{
"_server_id": "ba989482-6521-407f-8b55-c31b656044dc",
"id": "675de29d-9ed1-480a-83c2-63bf95867472",
"span_label.responses": [
[
{
"end": 34,
"label": "financial term",
"start": 23
},
{
"end": 54,
"label": "currency",
"start": 40
},
{
"end": 95,
"label": "organization",
"start": 88
},
{
"end": 103,
"label": "asset",
"start": 97
},
{
"end": 201,
"label": "market index",
"start": 199
},
{
"end": 207,
"label": "market index",
"start": 203
},
{
"end": 247,
"label": "market index",
"start": 244
},
{
"end": 239,
"label": "market index",
"start": 236
},
{
"end": 234,
"label": "market index",
"start": 232
},
{
"end": 230,
"label": "market index",
"start": 227
},
{
"end": 225,
"label": "market index",
"start": 221
},
{
"end": 219,
"label": "market index",
"start": 213
},
{
"end": 192,
"label": "location",
"start": 190
},
{
"end": 211,
"label": "location",
"start": 209
},
{
"end": 184,
"label": "asset",
"start": 171
}
]
],
"span_label.responses.status": [
"submitted"
],
"span_label.responses.users": [
"c9be73ea-b48a-4278-bd4c-99f4abf2c513"
],
"span_label.suggestion": [
{
"end": 34,
"label": "asset",
"start": 23
},
{
"end": 54,
"label": "asset",
"start": 40
},
{
"end": 95,
"label": "organization",
"start": 88
},
{
"end": 103,
"label": "asset",
"start": 97
},
{
"end": 137,
"label": "transaction",
"start": 132
},
{
"end": 177,
"label": "asset",
"start": 171
},
{
"end": 201,
"label": "market index",
"start": 199
},
{
"end": 207,
"label": "market index",
"start": 203
},
{
"end": 247,
"label": "market index",
"start": 244
}
],
"span_label.suggestion.agent": null,
"span_label.suggestion.score": null,
"status": "completed",
"text": "They cover all kind of instruments with Cryptocurrency just being the main focus of the company. Stocks: you get to enjoy access to trade on the potential movement of top stocks shares like US: BAC, MS, APPL; JP: Toyota, Sony, NTT; DE: BAY and ALD."
}
Data Splits
The dataset contains a single split, which is train
.
Dataset Creation
Curation Rationale
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Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
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Annotations
Annotation guidelines
Classify individual tokens into given labels
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
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Discussion of Biases
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Other Known Limitations
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Additional Information
Dataset Curators
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Licensing Information
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Citation Information
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Contributions
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