{"id":328144,"date":"2023-03-13T14:23:17","date_gmt":"2023-03-13T13:23:17","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=blog&p=328144"},"modified":"2023-09-04T17:15:04","modified_gmt":"2023-09-04T16:15:04","slug":"developer-ecosystem-survey-2022-discover-raw-data","status":"publish","type":"blog","link":"https:\/\/blog.jetbrains.com\/ko\/blog\/2023\/03\/13\/developer-ecosystem-survey-2022-discover-raw-data","title":{"rendered":"Developer Ecosystem Survey 2022: Discover Raw Data"},"content":{"rendered":"\n

The raw data from our Developer Ecosystem Survey 2022<\/a>, containing answers from 29,269 developers, is now available for public access! We hope that it will be useful and support further research and investigation from the development community.\u00a0<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

The raw data is accessible in two formats: csv with raw data<\/a> and a Jupyter notebook with examples of analysis<\/a>. <\/p>\n\n\n\n

The notebook demonstrates the basic analysis of the survey. It shows the structure of the data, gives some analysis examples, and provides the main functions for conducting your own analysis.<\/p>\n\n\n\n

<\/i>Open analysis example in Datalore<\/a><\/p>\n\n\n\n

The directory with raw data<\/a> contains data in wide and narrow formats, survey questions, survey logic, a license, and a table with a short transcript of names. The report and dataset is public and shared under the license. Its contents may be used as long as the source is appropriately credited.<\/p>\n\n\n\n

We have taken all necessary measures to ensure that the data is accurate, complete, and anonymous. We have also ensured that any sensitive or personal information has been appropriately de-identified or removed to protect the privacy of study participants. All open-ended fields have been removed, and response options that collected fewer than 15 responses have been incorporated into the Other category.<\/p>\n\n\n\n

We\u2019d like to express our gratitude to everyone who contributed to this research and helped us and the community to expand our knowledge of the industry.<\/p>\n\n\n\n

Dig into the data, and don\u2019t forget to join our JetBrains Tech Insights Lab<\/a> to take part in our future studies!<\/p>\n\n\n\n

If you have any questions or concerns regarding the data, please contact us at surveys@jetbrains.com.<\/p>\n\n\n\n

Thank you for your interest in our research,<\/p>\n\n\n\n

The JetBrains Team<\/em><\/p>\n","protected":false},"author":1064,"featured_media":331728,"comment_status":"closed","ping_status":"closed","template":"","categories":[5116,89],"tags":[526,563,73],"cross-post-tag":[6628,7130],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/blog\/328144"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/users\/1064"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/comments?post=328144"}],"version-history":[{"count":10,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/blog\/328144\/revisions"}],"predecessor-version":[{"id":332973,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/blog\/328144\/revisions\/332973"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media\/331728"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media?parent=328144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/categories?post=328144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/tags?post=328144"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/cross-post-tag?post=328144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}