Twitter API limitation Sample Clauses

Twitter API limitation. Challenges: We crawl data from Twitter using the official API which is limited by a specific number of requests in a certain time window1. Further, the API comes in different access levels and pricing: standard, premium, and enterprise—each of them allowing different search options, such as crawling data of the last seven days, 30 days, or the full archive2. As we cannot provide paid Twitter search API tokens to the public, we are limited to the standard search API. In future versions of the microservice, we will add the possibility add a custom API access tokens to allow premium and enterprise searches. Solutions: We mitigate the API limit by enabling our microservices to crawl data in intervals (e.g., on a daily basis). Although we cannot go back in time, we are able to gather all recent data from the point in time in which the crawler is configured. In addition, we consider the API rate limit and pause the crawler in case it gets blocked; this solution allows us to have a continuous crawling process.
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