Product Comparison

not sure which product to choose? compare the differences product comparison docid\ zy3edrv4epunqyy2xqhlt we offer millions of records going back to 2016 product comparison docid\ zy3edrv4epunqyy2xqhlt we offer data in jsonl, parquet, and csv formats product comparison docid\ zy3edrv4epunqyy2xqhlt we offer multi source, clean, and base data product comparison docid\ zy3edrv4epunqyy2xqhlt we provide data as datasets (flat files) or data api 1\ record count coresignal's products have various processing levels data source record count scraping since base company data 73m+ july 2016 clean company data 40 m+ august 2023 multi source company data 39m+ july 2016 base employee data 773m+ july 2016 clean employee data 723m+ october 2023 multi source employee data 725m+ july 2016 base job posting data 348m+ august 2020 2\ file formats and size coresignal provides data in jsonl, parquet, and csv formats each format will result in a differently sized file jsonl/parquet or csv? data in jsonl/parquet format is sorted by country in the jsonl/parquet format delivery, data is organized by country, with each country having its own folder inside each folder, you'll find multiple json gz or gz parquet files a single jsonl file can contain up to 100,000 records data in csv format delivery is sorted by entity type in the csv format delivery, data is organized by entity type, following a schema based structure each folder represents a different entity, and related information is stored separately, requiring joins to establish connections between datasets a single csv file can contain up to 10 million records 3\ processing levels coresignal provides three types of processing levels multi source, clean, and base data multi source, clean, or base? multi source datasets contain cleaned and enriched data combining information from multiple sources clean datasets are derived from our base data and cleaned to ensure the best quality base datasets freshly scraped and structured/updated for easier use 4 delivery formats coresignal delivers data as datasets (flat files) or data apis each method has it's benefits – please check the information below dataset or data api? datasets good choice if you need a large dataset for a large scale project or seek to use years of historical data you can choose to get regular daily, weekly or monthly updates or one time delivery data apis you can set up data api and access fresh records on demand good choice if you want to integrate data into your product, easily enrich data, and need more flexibility accessing records incremental or full delivery? incremental delivery includes records that were updated that particular month, while full delivery will include all available records