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 VivekRana123







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/VivekRana123", 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/VivekRana123")
```

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": "2e18cc3b-a580-4b9c-8d08-0857d6e43e35",
    "fields": {
        "instruction": "**user**: list some good VPN corporate tools\n**assistant**: Here are some highly regarded corporate VPN tools that can enhance your organization\u0027s security and remote access capabilities:\n\n| **VPN Tool**          | **Key Features**                                           | **Best For**                          |\n|-----------------------|-----------------------------------------------------------|---------------------------------------|\n| **Cisco AnyConnect**  | Secure remote access, endpoint security, and scalability. | Large enterprises with complex needs.|\n| **NordLayer**         | User-friendly, dedicated IPs, and team management tools. | Small to medium-sized businesses.    |\n| **Palo Alto GlobalProtect** | Integrated with Palo Alto firewalls, advanced threat protection. | Organizations using Palo Alto security solutions. |\n| **Fortinet FortiClient** | VPN, antivirus, and web filtering in one solution.      | Businesses looking for an all-in-one security solution. |\n| **ExpressVPN**       | High-speed connections, strong encryption, and user-friendly interface. | Companies needing reliable performance. |\n| **OpenVPN**          | Open-source, highly configurable, and secure.            | Tech-savvy organizations wanting customization. |\n| **Perimeter 81**     | Cloud-based, easy to manage, and integrates with various tools. | Companies transitioning to cloud services. |\n\n### **Next Steps**\n- **What specific features are you looking for in a VPN tool?** (e.g., scalability, ease of use, integration with existing systems)\n- **What is the size of your organization?** (This can help narrow down the best options for you.)\n\nFeel free to share more details, and I can provide tailored recommendations!\n**user**: list some good cloud based web application firewall \n**assistant**: Here are some highly regarded cloud-based Web Application Firewalls (WAF) that can help protect your applications from various threats:\n\n| **WAF Tool**                     | **Key Features**                                           | **Best For**                          |\n|----------------------------------|-----------------------------------------------------------|---------------------------------------|\n| **Akamai App and API Protector** | Advanced bot management, DDoS protection, and API security. | High-traffic enterprise applications. |\n| **AWS WAF**                      | Customizable rules, integration with AWS services, and real-time metrics. | Organizations using AWS infrastructure. |\n| **Cloudflare WAF**               | Easy setup, automatic updates, and extensive threat intelligence. | Businesses of all sizes looking for simplicity. |\n| **Imperva Cloud WAF**           | Comprehensive security features, including bot protection and DDoS mitigation. | Enterprises needing robust security.  |\n| **F5 Distributed Cloud WAF**    | Multi-cloud support, API security, and advanced threat detection. | Organizations with multi-cloud strategies. |\n| **Barracuda Web Application Firewall** | Layer 7 protection, SSL offloading, and application visibility. | SMBs looking for an affordable solution. |\n| **Radware AppWall**             | Behavioral-based detection, real-time monitoring, and compliance support. | Businesses needing compliance and security. |\n\n### **Next Steps**\n- **What specific threats are you most concerned about?** (e.g., DDoS attacks, SQL injection, bot traffic)\n- **Do you have any existing infrastructure or cloud services that the WAF needs to integrate with?**\n\nFeel free to share more details, and I can provide tailored recommendations!\n**user**: list some good brand monitoring solution\n**assistant**: Here are some effective brand monitoring solutions that can help you track your brand\u0027s online presence and reputation:\n\n| **Brand Monitoring Tool**       | **Key Features**                                           | **Best For**                          |\n|---------------------------------|-----------------------------------------------------------|---------------------------------------|\n| **Brandwatch**                  | Social media monitoring, sentiment analysis, and competitive benchmarking. | Enterprises needing comprehensive insights. |\n| **Mention**                     | Real-time monitoring, social listening, and influencer tracking. | Small to medium-sized businesses.    |\n| **Hootsuite Insights**          | Social media analytics, engagement tracking, and reporting. | Businesses looking for integrated social media management. |\n| **Sprout Social**               | Social media management, brand monitoring, and analytics. | Organizations focused on social engagement. |\n| **Google Alerts**               | Simple alerts for brand mentions across the web.         | Startups and individuals needing basic monitoring. |\n| **Talkwalker**                  | AI-powered analytics, image recognition, and crisis management. | Brands needing advanced analytics capabilities. |\n| **BuzzSumo**                    | Content monitoring, influencer identification, and trend analysis. | Content marketers and PR teams.      |\n\n### **Next Steps**\n- **What specific platforms or channels do you want to monitor?** (e.g., social media, blogs, forums)\n- **Are you looking for any particular features?** (e.g., sentiment analysis, reporting capabilities)\n\nFeel free to share more details, and I can provide tailored recommendations!\n**user**: list some good EDR tools\n**assistant**: Here are some highly regarded Endpoint Detection and Response (EDR) tools that can enhance your organization\u0027s cybersecurity posture:\n\n| **EDR Tool**                     | **Key Features**                                           | **Best For**                          |\n|----------------------------------|-----------------------------------------------------------|---------------------------------------|\n| **Microsoft Defender for Endpoint** | Integrated with Microsoft 365, advanced threat protection, and automated investigation. | Organizations using Microsoft ecosystems. |\n| **CrowdStrike Falcon**           | Cloud-native, real-time threat intelligence, and endpoint visibility. | Businesses needing proactive threat detection. |\n| **SentinelOne**                  | AI-driven detection, automated response, and rollback capabilities. | Companies looking for autonomous security solutions. |\n| **VMware Carbon Black**          | Behavioral monitoring, threat hunting, and incident response capabilities. | Enterprises focused on advanced threat detection. |\n| **Sophos Intercept X**           | Deep learning AI, exploit prevention, and active adversary mitigations. | Organizations needing comprehensive endpoint protection. |\n| **Trend Micro Apex One**        | Integrated threat detection, response, and endpoint protection. | Businesses looking for a unified security solution. |\n| **McAfee MVISION EDR**           | Centralized visibility, automated response, and integration with other McAfee products. | Companies already using McAfee solutions. |\n\n### **Next Steps**\n- **What specific threats are you most concerned about?** (e.g., ransomware, insider threats)\n- **Do you have any existing security infrastructure that the EDR needs to integrate with?**\n\nFeel free to share more details, and I can provide tailored recommendations!"
    },
    "id": "24e849ed-ec13-403e-b239-187f7ffa0ea1",
    "metadata": {
        "conv_id": "b230bd72-4eab-4dcf-87da-b720185a8ff0",
        "turn": 0
    },
    "responses": {},
    "status": "pending",
    "suggestions": {},
    "vectors": {}
}
```

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

```json
{
    "_server_id": "2e18cc3b-a580-4b9c-8d08-0857d6e43e35",
    "accuracy_score.responses": null,
    "accuracy_score.responses.status": null,
    "accuracy_score.responses.users": null,
    "actionable_score.responses": null,
    "actionable_score.responses.status": null,
    "actionable_score.responses.users": null,
    "clarity_score.responses": null,
    "clarity_score.responses.status": null,
    "clarity_score.responses.users": null,
    "completeness_score.responses": null,
    "completeness_score.responses.status": null,
    "completeness_score.responses.users": null,
    "conv_id": "b230bd72-4eab-4dcf-87da-b720185a8ff0",
    "engagement_score.responses": null,
    "engagement_score.responses.status": null,
    "engagement_score.responses.users": null,
    "feedback.responses": null,
    "feedback.responses.status": null,
    "feedback.responses.users": null,
    "id": "24e849ed-ec13-403e-b239-187f7ffa0ea1",
    "instruction": "**user**: list some good VPN corporate tools\n**assistant**: Here are some highly regarded corporate VPN tools that can enhance your organization\u0027s security and remote access capabilities:\n\n| **VPN Tool**          | **Key Features**                                           | **Best For**                          |\n|-----------------------|-----------------------------------------------------------|---------------------------------------|\n| **Cisco AnyConnect**  | Secure remote access, endpoint security, and scalability. | Large enterprises with complex needs.|\n| **NordLayer**         | User-friendly, dedicated IPs, and team management tools. | Small to medium-sized businesses.    |\n| **Palo Alto GlobalProtect** | Integrated with Palo Alto firewalls, advanced threat protection. | Organizations using Palo Alto security solutions. |\n| **Fortinet FortiClient** | VPN, antivirus, and web filtering in one solution.      | Businesses looking for an all-in-one security solution. |\n| **ExpressVPN**       | High-speed connections, strong encryption, and user-friendly interface. | Companies needing reliable performance. |\n| **OpenVPN**          | Open-source, highly configurable, and secure.            | Tech-savvy organizations wanting customization. |\n| **Perimeter 81**     | Cloud-based, easy to manage, and integrates with various tools. | Companies transitioning to cloud services. |\n\n### **Next Steps**\n- **What specific features are you looking for in a VPN tool?** (e.g., scalability, ease of use, integration with existing systems)\n- **What is the size of your organization?** (This can help narrow down the best options for you.)\n\nFeel free to share more details, and I can provide tailored recommendations!\n**user**: list some good cloud based web application firewall \n**assistant**: Here are some highly regarded cloud-based Web Application Firewalls (WAF) that can help protect your applications from various threats:\n\n| **WAF Tool**                     | **Key Features**                                           | **Best For**                          |\n|----------------------------------|-----------------------------------------------------------|---------------------------------------|\n| **Akamai App and API Protector** | Advanced bot management, DDoS protection, and API security. | High-traffic enterprise applications. |\n| **AWS WAF**                      | Customizable rules, integration with AWS services, and real-time metrics. | Organizations using AWS infrastructure. |\n| **Cloudflare WAF**               | Easy setup, automatic updates, and extensive threat intelligence. | Businesses of all sizes looking for simplicity. |\n| **Imperva Cloud WAF**           | Comprehensive security features, including bot protection and DDoS mitigation. | Enterprises needing robust security.  |\n| **F5 Distributed Cloud WAF**    | Multi-cloud support, API security, and advanced threat detection. | Organizations with multi-cloud strategies. |\n| **Barracuda Web Application Firewall** | Layer 7 protection, SSL offloading, and application visibility. | SMBs looking for an affordable solution. |\n| **Radware AppWall**             | Behavioral-based detection, real-time monitoring, and compliance support. | Businesses needing compliance and security. |\n\n### **Next Steps**\n- **What specific threats are you most concerned about?** (e.g., DDoS attacks, SQL injection, bot traffic)\n- **Do you have any existing infrastructure or cloud services that the WAF needs to integrate with?**\n\nFeel free to share more details, and I can provide tailored recommendations!\n**user**: list some good brand monitoring solution\n**assistant**: Here are some effective brand monitoring solutions that can help you track your brand\u0027s online presence and reputation:\n\n| **Brand Monitoring Tool**       | **Key Features**                                           | **Best For**                          |\n|---------------------------------|-----------------------------------------------------------|---------------------------------------|\n| **Brandwatch**                  | Social media monitoring, sentiment analysis, and competitive benchmarking. | Enterprises needing comprehensive insights. |\n| **Mention**                     | Real-time monitoring, social listening, and influencer tracking. | Small to medium-sized businesses.    |\n| **Hootsuite Insights**          | Social media analytics, engagement tracking, and reporting. | Businesses looking for integrated social media management. |\n| **Sprout Social**               | Social media management, brand monitoring, and analytics. | Organizations focused on social engagement. |\n| **Google Alerts**               | Simple alerts for brand mentions across the web.         | Startups and individuals needing basic monitoring. |\n| **Talkwalker**                  | AI-powered analytics, image recognition, and crisis management. | Brands needing advanced analytics capabilities. |\n| **BuzzSumo**                    | Content monitoring, influencer identification, and trend analysis. | Content marketers and PR teams.      |\n\n### **Next Steps**\n- **What specific platforms or channels do you want to monitor?** (e.g., social media, blogs, forums)\n- **Are you looking for any particular features?** (e.g., sentiment analysis, reporting capabilities)\n\nFeel free to share more details, and I can provide tailored recommendations!\n**user**: list some good EDR tools\n**assistant**: Here are some highly regarded Endpoint Detection and Response (EDR) tools that can enhance your organization\u0027s cybersecurity posture:\n\n| **EDR Tool**                     | **Key Features**                                           | **Best For**                          |\n|----------------------------------|-----------------------------------------------------------|---------------------------------------|\n| **Microsoft Defender for Endpoint** | Integrated with Microsoft 365, advanced threat protection, and automated investigation. | Organizations using Microsoft ecosystems. |\n| **CrowdStrike Falcon**           | Cloud-native, real-time threat intelligence, and endpoint visibility. | Businesses needing proactive threat detection. |\n| **SentinelOne**                  | AI-driven detection, automated response, and rollback capabilities. | Companies looking for autonomous security solutions. |\n| **VMware Carbon Black**          | Behavioral monitoring, threat hunting, and incident response capabilities. | Enterprises focused on advanced threat detection. |\n| **Sophos Intercept X**           | Deep learning AI, exploit prevention, and active adversary mitigations. | Organizations needing comprehensive endpoint protection. |\n| **Trend Micro Apex One**        | Integrated threat detection, response, and endpoint protection. | Businesses looking for a unified security solution. |\n| **McAfee MVISION EDR**           | Centralized visibility, automated response, and integration with other McAfee products. | Companies already using McAfee solutions. |\n\n### **Next Steps**\n- **What specific threats are you most concerned about?** (e.g., ransomware, insider threats)\n- **Do you have any existing security infrastructure that the EDR needs to integrate with?**\n\nFeel free to share more details, and I can provide tailored recommendations!",
    "relevance_score.responses": null,
    "relevance_score.responses.status": null,
    "relevance_score.responses.users": null,
    "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]