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Bitcoin and Ethereum Social Media Log
Crypto & Blockchain Transactions
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About
This collection features Cryptocurrency Tweets captured between 1st January 2021 and November 2022, providing a detailed record of social media discussions surrounding major digital assets. The data was primarily curated to facilitate Sentiment Analysis, allowing users to explore public feeling and conversation volume related to crypto topics over a critical period. Key assets covered include Bitcoin, Ethereum, Tether, and others, identified through associated hashtags such as
#crypto, #bitcoin, and #blockchain. This dataset offers foundational material for understanding market sentiment drivers and conversational trends.Columns
This product contains six primary fields:
- Index: A unique identifier for each tweet record.
- Date: The starting date of the recording period, beginning 2021-01-01. This field is stored as a DateTime object.
- Username: The user name of the individual who created the content.
- Content: The actual raw text of the social media post.
- URL: The direct link to the published content.
- Hashtags: A list of relevant hashtags associated with the content, including popular tags like
#bitcoin,#ethereum, and#Tether.
Distribution
The data file is supplied in CSV format (
crypto_10k_tweets_(2021_2022Nov).csv), with a file size of 3.26 MB. It consists of 6 columns and contains approximately 10,000 records. The expected update frequency for this dataset is quarterly.Usage
This dataset is ideally suited for studies in:
- Sentiment Analysis: Quantifying public opinion towards specific cryptocurrencies.
- Market Correlation: Investigating the relationship between social media chatter and crypto price movements.
- Text Classification: Training models to identify themes, topics, or trends within financial social media discourse.
- Trend Mapping: Tracking the rise and fall of specific cryptocurrency hashtags and discussions over time.
Coverage
The data covers a time range from 1st January 2021 up to November 2022. The scope is defined by specific cryptocurrency-related hashtags, focusing on key terms such as
#crypto, #bitcoin, #cryptocurrency, #blockchain, #ethereum, #btc, #cryptonews, #Tether, #USDC, and #BNB.License
CC0: Public Domain
Who Can Use It
This product is particularly suitable for Beginner data enthusiasts, as well as experienced users such as:
- Researchers: Conducting academic studies on financial market sentiment.
- Data Scientists: Building and testing Natural Language Processing (NLP) models.
- Financial Analysts: Seeking early indicators of public interest or concern regarding crypto assets.
Dataset Name Suggestions
- Global Crypto Sentiment 2021-2022
- 10K Cryptocurrency Tweets for NLP
- Bitcoin and Ethereum Social Media Log
- Crypto Chatter Archive (2021-2022)
Attributes
Original Data Source: Bitcoin and Ethereum Social Media Log
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