The objective of the project is to build a search engine on Giveaway tweets, to make it searchable and accessible for users to access through simple keyword searches. For the scope of this project, only Bitcoin(BTC), Ethereum(ETH), and NFT Giveaways were selected. A corpus of tweets containing hashtags: #giveaway #BTC, #giveaway #ETH, #giveaway #crypto, and #giveaway #NFT was collected. It was indexed with Lucene and also, Hadoop MapReduce was used to generate Inverse Document Frequency.