Replication Data for: Value chain analysis of Egyptian fish seed production
<|begin_of_text|><|start_header_id|>system<|end_header_id|> You are a research archivist expert in dataset metadata. Answer the question truthfully.  <|eot_id|><|start_header_id|>user<|end_header_id|> Here is the Description of a dataset. Description:'Expansion of Egypt’s aquaculture industry has been matched by the development of a large number of tilapia hatcheries all producing sex-reversed all-male fry and fingerlings. In order to map the fish seed value chain in Egypt, operators of fifty tilapia hatcheries in four governorates (Kafr el-Sheikh, Behera, Sharkia and Fayoum) were interviewed. Tilapia hatcheries use a range of technologies, from simple hapa-based systems in open ponds to heated, greenhouse-covered, tanks systems to advance and lengthen the spawning season. Most of the tilapia seed production (>95%) is sold as fry rather than fingerlings and sold directly to production farms 88%, while only 12% of seeds sold through fry/fingerling traders. Some of the hatcheries are part of an integrated fish farm with both hatchery and production systems. The average size of hatcher' . Please return only a json list of at most 3 Keywords corresponding to the Description:.<|eot_id|><|start_header_id|>assistant<|end_header_id|> {"Answer" : ["Analysis","Critical factors","Egypt","Fry traders","Seed value chain","Tilapia hatchery"]} <|eot_id|>
 Here is the Description of a dataset. Description:'Expansion of Egypt’s aquaculture industry has been matched by the development of a large number of tilapia hatcheries all producing sex-reversed all-male fry and fingerlings. In order to map the fish seed value chain in Egypt, operators of fifty tilapia hatcheries in four governorates (Kafr el-Sheikh, Behera, Sharkia and Fayoum) were interviewed. Tilapia hatcheries use a range of technologies, from simple hapa-based systems in open ponds to heated, greenhouse-covered, tanks systems to advance and lengthen the spawning season. Most of the tilapia seed production (>95%) is sold as fry rather than fingerlings and sold directly to production farms 88%, while only 12% of seeds sold through fry/fingerling traders. Some of the hatcheries are part of an integrated fish farm with both hatchery and production systems. The average size of hatcher' . Please return only a json list of at most 3 Keywords corresponding to the Description:.
Expansion of Egypt’s aquaculture industry has been matched by the development of a large number of tilapia hatcheries all producing sex-reversed all-male fry and fingerlings. In order to map the fish seed value chain in Egypt, operators of fifty tilapia hatcheries in four governorates (Kafr el-Sheikh, Behera, Sharkia and Fayoum) were interviewed. Tilapia hatcheries use a range of technologies, from simple hapa-based systems in open ponds to heated, greenhouse-covered, tanks systems to advance and lengthen the spawning season. Most of the tilapia seed production (>95%) is sold as fry rather than fingerlings and sold directly to production farms 88%, while only 12% of seeds sold through fry/fingerling traders. Some of the hatcheries are part of an integrated fish farm with both hatchery and production systems. The average size of hatcher
Analysis; Critical factors; Egypt; Fry traders; Seed value chain; Tilapia hatchery