---
description: '#Elasticsearch #Logstash #Kafka #Crontab #Kibana #Web'
---

# K-Pop Twitter Stream

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F8KbrVH4vPR41i9ViuZ13%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_01.jpg?alt=media&#x26;token=dc0ca999-ff99-45c2-9569-a6434daaf181" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fi072Xxjp4jZRcpzwpq8D%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_02.jpg?alt=media&#x26;token=3e91d8d6-94db-4bc3-83fc-5145dee5289e" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FAPc2jkNUXbnXIzRl0bKH%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_03.jpg?alt=media&#x26;token=c2fd087d-cf9f-46d5-a696-406bd568debf" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FBNDxPQ65sqimmMqJQIUr%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_04.jpg?alt=media&#x26;token=85fd9046-c818-4f8a-8e3a-57b25487fa1c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FakOB7DeHQi0GCJorfbjd%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_05.jpg?alt=media&#x26;token=2d4adff2-f60a-435b-95bc-052685845ae9" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FaAcgCe8y4n8jxZX40lFo%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_06.jpg?alt=media&#x26;token=cc05d423-12bd-416b-8800-4b95414e2fb1" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F6BddxRyhhbFiPhQYBSAQ%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_07.jpg?alt=media&#x26;token=a88c415b-0396-450f-9c4e-7bc7a145faa9" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FK1a9Zp982jteQbSAORwV%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_08.jpg?alt=media&#x26;token=a9f555a0-bd8e-462c-8208-db22e0d1f7cc" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FTHjwy9875Lwtt4xVuLhv%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_09.jpg?alt=media&#x26;token=50ae1837-0961-40b3-9e7d-91226be48f1c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FS2shmneLSUUxitvlBhfO%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_10.jpg?alt=media&#x26;token=03f1801d-692a-4112-b8e2-bd88431ef427" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FSQzWZLlMLQaZJ2gKiyr1%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_11.jpg?alt=media&#x26;token=26f57a00-7b2f-4434-a43a-32cfb0d67ce4" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FT725kvdZZNTuP8nJ2aqW%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_12.jpg?alt=media&#x26;token=59ee0490-c6a6-4fac-8a08-2bbc0d262b38" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F4XuHpxawaLvkAZHAhI2y%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_13.jpg?alt=media&#x26;token=5e74a0d9-fec7-4ee1-9571-b8f107423760" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FLXu7pueunWPQhhuTs5qo%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_14.jpg?alt=media&#x26;token=a4d39c86-f2f9-44e2-9feb-12f036d5bb09" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F2rMKVRODryn7dRFK925u%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_15.jpg?alt=media&#x26;token=bcd609fd-2db4-45a7-953b-fb490444e4eb" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FI1oWvjPVqS7yz9GOQyXj%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_16.jpg?alt=media&#x26;token=338d6215-18fd-4162-92e7-8cfee9b1281e" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FYdKI1av5BY2iyB9sonhd%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_17.jpg?alt=media&#x26;token=7355c073-15bb-4986-bde3-efd77fba1ba0" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fn8pKI0M6nSGHj8hgisC6%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_18.jpg?alt=media&#x26;token=435154e1-f4d6-4ae4-93df-1f1f52bcc415" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FNkJR4TNpy5jbHLjwQHws%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_19.jpg?alt=media&#x26;token=6c489437-6c71-48b9-a687-12ae0bac8de7" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fd99Mr30dtqHELb8G0cWn%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_20.jpg?alt=media&#x26;token=f4b28861-8b99-48b4-9232-2596fad000b4" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FKWYykXW9UZcPyEmoTvud%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_21.jpg?alt=media&#x26;token=eccfa5cf-95ae-4205-be13-493f3fd6dc0c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FGlWQAFDD906iQJfQRRPK%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_22.jpg?alt=media&#x26;token=ccaf0b74-acf4-4454-9c6a-07a06df7aad6" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FB1dEcRsZ17HM11b5gUQw%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_23.jpg?alt=media&#x26;token=a8a8699e-d8d1-4e58-8488-6cb2fd6ee0f8" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F0WWErlNW4DnXgaFRduXj%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_24.jpg?alt=media&#x26;token=76d92c6d-55f9-400b-84e7-bc15f5c8d92c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F5a9yYbwPv3qwd0dGGe76%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_25.jpg?alt=media&#x26;token=1e263323-363b-4559-82bb-15239821c794" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FPaUMuzFsJSaVgYzAmBUz%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_26.jpg?alt=media&#x26;token=f16305a6-8748-46db-8811-4b80a5f802e0" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FQ6OmaUfCYK3VG1DWAA0B%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_27.jpg?alt=media&#x26;token=f1d8b46f-d661-4f33-af69-e1a958564d37" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FdGp7fRDZyYOSvU868HEE%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_28.jpg?alt=media&#x26;token=5ab4d3b7-948c-4832-a936-8402786a5050" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FgeRPHhwP4YJ32VYS0mRE%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_29.jpg?alt=media&#x26;token=ce47bfdd-6ed1-49f6-afbb-207861d615b6" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FxuATQaVTs470f0osnvjq%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_30.jpg?alt=media&#x26;token=a60fad20-21fd-40a9-9028-01fb1dce312b" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FQaYcftIYRNMwaws9tj3R%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_31.jpg?alt=media&#x26;token=2e82e484-a18b-4e22-9f02-6bcc9828833d" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FKBX0koT5l0dDij3NGucT%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_32.jpg?alt=media&#x26;token=29de5ec1-6828-4336-8fa4-775e0625db9b" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F4Ovw2DjTvndJu0rV99wi%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_33.jpg?alt=media&#x26;token=391b40d1-c6cf-4b30-bf09-6aeb83e47fa8" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FeWiGXnAduFRDSvR6KxrN%2FKpopTwitter_Stream_%EC%B5%9C%EC%A2%85_%ED%8E%98%EC%9D%B4%EC%A7%80_34.jpg?alt=media&#x26;token=e93ab0cf-085f-4be2-b5ec-0dcfd5759291" alt=""><figcaption></figcaption></figure>
