Several tools and software are used for data indexing in catalysis:
Relational Databases: Tools like MySQL and PostgreSQL are commonly used for structured data storage and indexing. NoSQL Databases: Tools like MongoDB and Cassandra are used for unstructured data that require flexible indexing. Data Mining Tools: Software like RapidMiner and KNIME help in extracting useful information and patterns from large datasets. Machine Learning Algorithms: These are used to automate the indexing process and improve the accuracy of data categorization and tagging.