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Elon's Tweets & DOGEcoin Correlation Data
Data Science and Analytics
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About
This dataset provides a unique dual collection of information. It brings together tweets made by Elon Musk during 2021 with corresponding minute-by-minute Dogecoin (DOGE) price data for the same year. The primary aim is to facilitate exploration into the potential correlations between an influential individual's social media activity and cryptocurrency market movements. It offers a valuable resource for studying the impact of social media on financial markets, for developing trading strategies, or as a distinct case study within socio-economic dynamics in the digital age.
Columns
The dataset is structured into two distinct parts:
- Elon Musk's 2021 Tweets:
- Datetime: The time in UTC when the tweet was made.
- Tweet Id: The unique identification number for each tweet.
- Text: The full content of the tweet.
- Dogecoin (DOGE) Price Data for 2021:
- This section includes minute-level price data for Dogecoin cryptocurrency throughout 2021, recorded in the UTC time zone. Specific column names for price data (e.g., Open, High, Low, Close, Volume) are not explicitly detailed in the provided information, but it is derived from Binance API klines.
Distribution
The dataset typically comes in a CSV file format. It contains a significant collection of Elon Musk's tweets from 2021 and minute-level Dogecoin price data for the entirety of 2021. The tweet data includes unique values for datetime and tweet IDs. Specific total row counts are not explicitly provided for the combined dataset, but the tweet section alone includes thousands of unique entries across different time intervals within the year.
Usage
This dataset is ideal for a variety of analytical and research applications, including:
- Sentiment Analysis: Analysing the sentiment of Elon Musk's tweets.
- Natural Language Processing (NLP): Developing and testing NLP models on social media text.
- Time-Series Analysis: Examining trends and patterns in Dogecoin price movements.
- Market Trend Prediction: Building models to predict cryptocurrency market trends.
- Correlation Studies: Investigating the relationship between public figures' social media activity and market fluctuations.
- Trading Strategy Development: Informing or developing algorithmic trading strategies.
- Socio-economic Research: Utilising it as a case study for the influence of social media on economic behaviour.
Coverage
The dataset's coverage is as follows:
- Geographic Scope: Global, as social media influence and cryptocurrency markets are worldwide.
- Time Range: The entire year of 2021, for both Elon Musk's tweets and Dogecoin price data. All timestamps are in UTC.
- Demographic Scope: Focuses on the public activity of a specific influential individual (@elonmusk) and the global cryptocurrency market for Dogecoin.
License
CC0
Who Can Use It
This dataset is suitable for:
- Data Scientists: For advanced analytics, machine learning model development, and time-series forecasting.
- Researchers: Academics and independent researchers studying social media impact, market dynamics, and socio-economic phenomena.
- Financial Analysts: To gain insights into market drivers and develop trading strategies.
- NLP Practitioners: For training and evaluating natural language processing models.
- Students: As an educational resource for projects involving data analysis, statistics, and social media studies.
Dataset Name Suggestions
- Elon Musk Tweets & DOGE Price 2021
- Musk's 2021 Tweets and Dogecoin Market Data
- Social Media Influence on Crypto Prices 2021
- Elon's Tweets & DOGEcoin Correlation Data
- 2021 Musk Tweets & Dogecoin Value Tracker
Attributes
Original Data Source: Elon Musk's 2021 Tweets and DOGEcoin Price Data
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