license:mit size_categories:n<1K format:csv modality:tabular library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# TopicTrendPrediction

tags: Trends, Time Series, Wikipedia Topics

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'TopicTrendPrediction' dataset contains a collection of Wikipedia topics along with their corresponding trend predictions over time. Each entry represents a Wikipedia topic and includes a description of the topic, the predicted trend (e.g., increasing, stable, decreasing), and a time series of the frequency of mentions or citations over a defined period. The labels indicate the expected direction of the trend based on historical data analysis.

**CSV Content Preview:**

```
title,description,trend,label,start_date,end_date,mention_count
"Artificial Intelligence","AI has revolutionized the field of machine learning and robotics.","increasing","AI_trend_upward","2022-01-01","2023-01-01",150
"Renewable Energy","Renewable energy sources like solar and wind are gaining popularity due to environmental concerns.","increasing","Renewable_Energy_trend_upward","2022-01-01","2023-01-01",180
"Virtual Reality","Virtual Reality (VR) is an immersive experience with applications in gaming, education, and therapy.","stable","VR_trend_stable","2022-01-01","2023-01-01",130
"Cryptocurrency","Cryptocurrency markets are volatile with many new digital currencies emerging.","increasing","Crypto_Trend_upward","2022-01-01","2023-01-01",200
"Quantum Computing","Quantum computing promises to solve complex problems beyond the capability of classical computers.","increasing","Quantum_Computing_trend_upward","2022-01-01","2023-01-01",90
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'wikipedia topic':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=wikipedia+topic&dataset=TopicTrendPrediction&tags=Trends,+Time+Series,+Wikipedia+Topics
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
