size_categories:n<1K format:parquet modality:text library:datasets library:pandas library:mlcroissant library:polars library:argilla region:us rlfh argilla human-feedback
---
size_categories: n<1K
tags:
- rlfh
- argilla
- human-feedback
---

# Dataset Card for MANAS12321







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).


## 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:

```python
import argilla as rg

ds = rg.Dataset.from_hub("wyzard-ai/MANAS12321", 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:

```python
from datasets import load_dataset

ds = load_dataset("wyzard-ai/MANAS12321")
```

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 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`.

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 |
| ---------- | ----- | ---- | -------- | -------- |
| instruction | User instruction | text | True | True |


### 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 |
| ------------- | ----- | ---- | -------- | ----------- | ------------- |
| relevance_score | How Relevant is the conversation based upon expert. Is the conversation highly curated for you or not. Please don't judge accuracy. | rating | True | N/A | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| accuracy_score | How accurate is the conversation based upon persona | rating | True | if  | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| clarity_score | How clear is the conversation based upon persona | rating | True | Is the LLM getting confused | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| actionable_score | How actionable is the conversation based upon persona | rating | True | Is the LLM response to actionable for example, it shows comparison card on the right question.  | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| engagement_score | How engaging is the conversation based upon persona | rating | True | Are there a lot of question that are being shown if yes, high score else low score | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| completeness_score | is the conversation complete based upon persona | rating | True | is the conversation complete based upon persona, not leaving any key aspect out | [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] |
| feedback | feedback | text | True | What do you think can be improved in the given conversation. How good was the conversation as per you? | N/A |


<!-- check length of metadata properties -->

### Metadata

The **metadata** is a dictionary that can be used to provide additional information about the dataset record.
| Metadata Name | Title | Type | Values | Visible for Annotators |
| ------------- | ----- | ---- | ------ | ---------------------- |
 | conv_id | Conversation ID |  |  -  | True |
 | turn | Conversation Turn |  | 0 - 100 | True |






### Data Instances

An example of a dataset instance in Argilla looks as follows:

```json
{
    "_server_id": "a0687219-0a39-40a8-af73-c39fc2dde5fd",
    "fields": {
        "instruction": "**user**: What is cybersecurity?\n**assistant**: Cybersecurity is the practice of protecting systems, networks, and programs from digital attacks. It encompasses a range of technologies, processes, and practices designed to safeguard sensitive information and ensure the integrity, confidentiality, and availability of data. Here are some key aspects of cybersecurity:\n\n- **Protection of Systems**: Safeguarding computers, servers, mobile devices, and networks from unauthorized access and attacks.\n- **Data Security**: Ensuring that sensitive data is protected from breaches and leaks.\n- **Threat Mitigation**: Identifying and responding to potential threats and vulnerabilities in a timely manner.\n- **Compliance**: Adhering to regulations and standards that govern data protection and privacy.\n\nIf you have specific areas of interest or challenges related to cybersecurity, please let me know, and I can provide tailored recommendations or insights!\n**user**: wht are the leaders in this market\n**assistant**: The cybersecurity market is led by several prominent companies known for their innovative solutions and strong market presence. Here are some of the key leaders in the cybersecurity sector:\n\n| **Company**          | **Overview**                                                                 |\n|----------------------|-----------------------------------------------------------------------------|\n| **Palo Alto Networks**| A leader in network security, known for its advanced firewalls and cloud security solutions. |\n| **Fortinet**         | Offers a broad range of security solutions, including firewalls and intrusion prevention systems. |\n| **Cisco**            | Provides comprehensive security solutions integrated with its networking products. |\n| **Check Point Software** | Known for its threat prevention and security management solutions. |\n| **CrowdStrike**      | Specializes in endpoint protection and threat intelligence using AI-driven technology. |\n| **McAfee**           | Offers a wide range of security solutions for both consumers and enterprises. |\n| **Symantec (Broadcom)** | Provides cybersecurity solutions focusing on endpoint security and threat intelligence. |\n| **Trend Micro**      | Known for its antivirus and anti-malware solutions, as well as cloud security. |\n\nIf you have specific needs or challenges in your cybersecurity strategy, please share them, and I can help you find tailored software solutions that align with your requirements!\n**user**: which are top 3\n**assistant**: The top three leaders in the cybersecurity market, known for their innovative solutions and strong market presence, are:\n\n| **Rank** | **Company**          | **Overview**                                                                 |\n|----------|----------------------|-----------------------------------------------------------------------------|\n| 1        | **Palo Alto Networks**| A leader in network security, recognized for its advanced firewalls and cloud security solutions. |\n| 2        | **Fortinet**         | Offers a comprehensive range of security solutions, including firewalls and intrusion prevention systems. |\n| 3        | **Cisco**            | Provides extensive security solutions integrated with its networking products, ensuring robust protection. |\n\nThese companies are at the forefront of cybersecurity, providing cutting-edge technologies to protect against evolving threats. If you need more information about their specific products or how they can address your security challenges, please let me know!\n**user**: pricing of each\n**assistant**: Here\u0027s a comparison of the pricing and features for Palo Alto Networks, Fortinet, and Cisco based on the available data:\n\nnull{\"graph_type\": \"comparison card\", \"x_label\": \"Company\", \"y_label\": \"Pricing\", \"json_payload\": [{\"icon\": \"https://www.paloaltonetworks.com/favicon.ico\", \"tool_name\": \"Palo Alto Networks\", \"tags\": {\"price\": \"10,000\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"9,500\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Standard\"}, \"features\": [{\"description\": \"Advanced firewall protection\", \"availability\": \"true\"}, {\"description\": \"Cloud security solutions\", \"availability\": \"true\"}, {\"description\": \"Threat intelligence integration\", \"availability\": \"true\"}], \"more_info\": \"https://www.paloaltonetworks.com\"}, {\"icon\": \"https://www.fortinet.com/favicon.ico\", \"tool_name\": \"Fortinet\", \"tags\": {\"price\": \"2,700\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"2,565\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Basic\"}, \"features\": [{\"description\": \"Next-generation firewall capabilities\", \"availability\": \"true\"}, {\"description\": \"Unified threat protection\", \"availability\": \"true\"}, {\"description\": \"High-performance security\", \"availability\": \"true\"}], \"more_info\": \"https://www.fortinet.com\"}, {\"icon\": \"https://www.cisco.com/favicon.ico\", \"tool_name\": \"Cisco\", \"tags\": {\"price\": \"Varies\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"Varies\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Enterprise\"}, \"features\": [{\"description\": \"Comprehensive security solutions\", \"availability\": \"true\"}, {\"description\": \"Integration with networking products\", \"availability\": \"true\"}, {\"description\": \"AI-driven threat detection\", \"availability\": \"true\"}], \"more_info\": \"https://www.cisco.com\"}]}\n\n### Insights:\n- **Palo Alto Networks** offers robust advanced firewall protection and cloud security solutions at a higher price point, reflecting its premium positioning in the market.\n- **Fortinet** provides a more cost-effective solution with strong next-generation firewall capabilities and unified threat protection, making it suitable for businesses looking for value.\n- **Cisco** has a variable pricing model, indicating flexibility but potentially higher costs depending on the specific solutions and integrations required.\n\nIf you need further details or wish to explore specific features, feel free to ask!\n**user**: i want to connect directly to Palo Alto Networks\n**assistant**: To connect directly with Palo Alto Networks, you can visit their official website for contact options, including sales inquiries and support. Here\u2019s a comparison card detailing the pricing and features of Palo Alto Networks, Fortinet, and Cisco:\n\nnull{\"graph_type\": \"comparison card\", \"x_label\": \"Company\", \"y_label\": \"Pricing\", \"json_payload\": [{\"icon\": \"https://www.paloaltonetworks.com/favicon.ico\", \"tool_name\": \"Palo Alto Networks\", \"tags\": {\"price\": \"10,000\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"9,500\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Standard\"}, \"features\": [{\"description\": \"Advanced firewall protection\", \"availability\": \"true\"}, {\"description\": \"Cloud security solutions\", \"availability\": \"true\"}, {\"description\": \"Threat intelligence integration\", \"availability\": \"true\"}], \"more_info\": \"https://www.paloaltonetworks.com\"}, {\"icon\": \"https://www.fortinet.com/favicon.ico\", \"tool_name\": \"Fortinet\", \"tags\": {\"price\": \"2,700\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"2,565\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Basic\"}, \"features\": [{\"description\": \"Next-generation firewall capabilities\", \"availability\": \"true\"}, {\"description\": \"Unified threat protection\", \"availability\": \"true\"}, {\"description\": \"High-performance security\", \"availability\": \"true\"}], \"more_info\": \"https://www.fortinet.com\"}, {\"icon\": \"https://www.cisco.com/favicon.ico\", \"tool_name\": \"Cisco\", \"tags\": {\"price\": \"Varies\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"Varies\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Enterprise\"}, \"features\": [{\"description\": \"Comprehensive security solutions\", \"availability\": \"true\"}, {\"description\": \"Integration with networking products\", \"availability\": \"true\"}, {\"description\": \"AI-driven threat detection\", \"availability\": \"true\"}], \"more_info\": \"https://www.cisco.com\"}]}\n\n### Insights:\n- **Palo Alto Networks** stands out with its advanced firewall protection and cloud security solutions, reflecting its premium positioning in the market.\n- **Fortinet** offers a more budget-friendly option with strong next-generation firewall capabilities, making it appealing for businesses seeking value.\n- **Cisco** provides flexibility in pricing, which may cater to various enterprise needs but could lead to higher costs depending on specific requirements.\n\nIf you need further assistance or wish to explore specific features, feel free to ask!"
    },
    "id": "2b915363-3043-4372-92b2-ce26c4997f86",
    "metadata": {
        "conv_id": "03d5af39-4a18-492e-9926-ed44a9003a1d",
        "turn": 0
    },
    "responses": {},
    "status": "pending",
    "suggestions": {},
    "vectors": {}
}
```

While the same record in HuggingFace `datasets` looks as follows:

```json
{
    "_server_id": "a0687219-0a39-40a8-af73-c39fc2dde5fd",
    "conv_id": "03d5af39-4a18-492e-9926-ed44a9003a1d",
    "id": "2b915363-3043-4372-92b2-ce26c4997f86",
    "instruction": "**user**: What is cybersecurity?\n**assistant**: Cybersecurity is the practice of protecting systems, networks, and programs from digital attacks. It encompasses a range of technologies, processes, and practices designed to safeguard sensitive information and ensure the integrity, confidentiality, and availability of data. Here are some key aspects of cybersecurity:\n\n- **Protection of Systems**: Safeguarding computers, servers, mobile devices, and networks from unauthorized access and attacks.\n- **Data Security**: Ensuring that sensitive data is protected from breaches and leaks.\n- **Threat Mitigation**: Identifying and responding to potential threats and vulnerabilities in a timely manner.\n- **Compliance**: Adhering to regulations and standards that govern data protection and privacy.\n\nIf you have specific areas of interest or challenges related to cybersecurity, please let me know, and I can provide tailored recommendations or insights!\n**user**: wht are the leaders in this market\n**assistant**: The cybersecurity market is led by several prominent companies known for their innovative solutions and strong market presence. Here are some of the key leaders in the cybersecurity sector:\n\n| **Company**          | **Overview**                                                                 |\n|----------------------|-----------------------------------------------------------------------------|\n| **Palo Alto Networks**| A leader in network security, known for its advanced firewalls and cloud security solutions. |\n| **Fortinet**         | Offers a broad range of security solutions, including firewalls and intrusion prevention systems. |\n| **Cisco**            | Provides comprehensive security solutions integrated with its networking products. |\n| **Check Point Software** | Known for its threat prevention and security management solutions. |\n| **CrowdStrike**      | Specializes in endpoint protection and threat intelligence using AI-driven technology. |\n| **McAfee**           | Offers a wide range of security solutions for both consumers and enterprises. |\n| **Symantec (Broadcom)** | Provides cybersecurity solutions focusing on endpoint security and threat intelligence. |\n| **Trend Micro**      | Known for its antivirus and anti-malware solutions, as well as cloud security. |\n\nIf you have specific needs or challenges in your cybersecurity strategy, please share them, and I can help you find tailored software solutions that align with your requirements!\n**user**: which are top 3\n**assistant**: The top three leaders in the cybersecurity market, known for their innovative solutions and strong market presence, are:\n\n| **Rank** | **Company**          | **Overview**                                                                 |\n|----------|----------------------|-----------------------------------------------------------------------------|\n| 1        | **Palo Alto Networks**| A leader in network security, recognized for its advanced firewalls and cloud security solutions. |\n| 2        | **Fortinet**         | Offers a comprehensive range of security solutions, including firewalls and intrusion prevention systems. |\n| 3        | **Cisco**            | Provides extensive security solutions integrated with its networking products, ensuring robust protection. |\n\nThese companies are at the forefront of cybersecurity, providing cutting-edge technologies to protect against evolving threats. If you need more information about their specific products or how they can address your security challenges, please let me know!\n**user**: pricing of each\n**assistant**: Here\u0027s a comparison of the pricing and features for Palo Alto Networks, Fortinet, and Cisco based on the available data:\n\nnull{\"graph_type\": \"comparison card\", \"x_label\": \"Company\", \"y_label\": \"Pricing\", \"json_payload\": [{\"icon\": \"https://www.paloaltonetworks.com/favicon.ico\", \"tool_name\": \"Palo Alto Networks\", \"tags\": {\"price\": \"10,000\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"9,500\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Standard\"}, \"features\": [{\"description\": \"Advanced firewall protection\", \"availability\": \"true\"}, {\"description\": \"Cloud security solutions\", \"availability\": \"true\"}, {\"description\": \"Threat intelligence integration\", \"availability\": \"true\"}], \"more_info\": \"https://www.paloaltonetworks.com\"}, {\"icon\": \"https://www.fortinet.com/favicon.ico\", \"tool_name\": \"Fortinet\", \"tags\": {\"price\": \"2,700\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"2,565\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Basic\"}, \"features\": [{\"description\": \"Next-generation firewall capabilities\", \"availability\": \"true\"}, {\"description\": \"Unified threat protection\", \"availability\": \"true\"}, {\"description\": \"High-performance security\", \"availability\": \"true\"}], \"more_info\": \"https://www.fortinet.com\"}, {\"icon\": \"https://www.cisco.com/favicon.ico\", \"tool_name\": \"Cisco\", \"tags\": {\"price\": \"Varies\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"Varies\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Enterprise\"}, \"features\": [{\"description\": \"Comprehensive security solutions\", \"availability\": \"true\"}, {\"description\": \"Integration with networking products\", \"availability\": \"true\"}, {\"description\": \"AI-driven threat detection\", \"availability\": \"true\"}], \"more_info\": \"https://www.cisco.com\"}]}\n\n### Insights:\n- **Palo Alto Networks** offers robust advanced firewall protection and cloud security solutions at a higher price point, reflecting its premium positioning in the market.\n- **Fortinet** provides a more cost-effective solution with strong next-generation firewall capabilities and unified threat protection, making it suitable for businesses looking for value.\n- **Cisco** has a variable pricing model, indicating flexibility but potentially higher costs depending on the specific solutions and integrations required.\n\nIf you need further details or wish to explore specific features, feel free to ask!\n**user**: i want to connect directly to Palo Alto Networks\n**assistant**: To connect directly with Palo Alto Networks, you can visit their official website for contact options, including sales inquiries and support. Here\u2019s a comparison card detailing the pricing and features of Palo Alto Networks, Fortinet, and Cisco:\n\nnull{\"graph_type\": \"comparison card\", \"x_label\": \"Company\", \"y_label\": \"Pricing\", \"json_payload\": [{\"icon\": \"https://www.paloaltonetworks.com/favicon.ico\", \"tool_name\": \"Palo Alto Networks\", \"tags\": {\"price\": \"10,000\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"9,500\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Standard\"}, \"features\": [{\"description\": \"Advanced firewall protection\", \"availability\": \"true\"}, {\"description\": \"Cloud security solutions\", \"availability\": \"true\"}, {\"description\": \"Threat intelligence integration\", \"availability\": \"true\"}], \"more_info\": \"https://www.paloaltonetworks.com\"}, {\"icon\": \"https://www.fortinet.com/favicon.ico\", \"tool_name\": \"Fortinet\", \"tags\": {\"price\": \"2,700\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"2,565\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Basic\"}, \"features\": [{\"description\": \"Next-generation firewall capabilities\", \"availability\": \"true\"}, {\"description\": \"Unified threat protection\", \"availability\": \"true\"}, {\"description\": \"High-performance security\", \"availability\": \"true\"}], \"more_info\": \"https://www.fortinet.com\"}, {\"icon\": \"https://www.cisco.com/favicon.ico\", \"tool_name\": \"Cisco\", \"tags\": {\"price\": \"Varies\", \"currency\": \"$\", \"wyzard_discount\": 5, \"wyzard_pricing\": \"Varies\", \"subscription_frequency\": \"YEARLY\", \"plan_type\": \"Enterprise\"}, \"features\": [{\"description\": \"Comprehensive security solutions\", \"availability\": \"true\"}, {\"description\": \"Integration with networking products\", \"availability\": \"true\"}, {\"description\": \"AI-driven threat detection\", \"availability\": \"true\"}], \"more_info\": \"https://www.cisco.com\"}]}\n\n### Insights:\n- **Palo Alto Networks** stands out with its advanced firewall protection and cloud security solutions, reflecting its premium positioning in the market.\n- **Fortinet** offers a more budget-friendly option with strong next-generation firewall capabilities, making it appealing for businesses seeking value.\n- **Cisco** provides flexibility in pricing, which may cater to various enterprise needs but could lead to higher costs depending on specific requirements.\n\nIf you need further assistance or wish to explore specific features, feel free to ask!",
    "status": "pending",
    "turn": 0
}
```


### Data Splits

The dataset contains a single split, which is `train`.

## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

#### Annotation guidelines

Review the user interactions with the chatbot.

#### 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

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

[More Information Needed]

### Citation Information

[More Information Needed]

### Contributions

[More Information Needed]