---
description: '#Crawling #KoNLPy #WordCloud #Visualization'
---

# 유튜브 트렌드 비디오 분석

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FJxUzFgItIwoKSia9NHh6%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_01.jpg?alt=media&#x26;token=13f8b580-eda9-45d9-a430-d1c4b29821cd" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fl2GU55SHMHLVY7PW3ARv%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_02.jpg?alt=media&#x26;token=6a2a09ca-a916-4f89-a368-beb7e6999797" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fxhv70y2FLIbkvW40Ckz6%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_03.jpg?alt=media&#x26;token=8d057d61-232f-48ca-977c-20524207bec9" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FdIdh8gM0jjuDqSGaLCN4%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_04.jpg?alt=media&#x26;token=f70c6e30-88a4-4eba-bc13-640228079a26" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FJhasLXQH5RIvsqITTBLG%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_05.jpg?alt=media&#x26;token=a8c4618d-f606-4707-83e4-8e1395222572" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FkTPvil2zmLSuYQAF4HKB%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_06.jpg?alt=media&#x26;token=9ce9021e-b37b-4cdc-9346-0b99b4a0c372" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FQF1BSUlauyAMoigGdc3B%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_07.jpg?alt=media&#x26;token=b2207dc5-8a0e-4acb-afa5-7c16d40c636c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FpcnfffTOvOuV2TfwutHL%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_08.jpg?alt=media&#x26;token=fd5675b4-b280-4a1a-8496-62bbcdb80a38" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FRLXCGehZknKsrkfR7Yq2%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_09.jpg?alt=media&#x26;token=dfe0e092-b066-4d0d-b7ad-b87961c73d32" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FTQeO92hu9N4MeVn6Pdcr%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_10.jpg?alt=media&#x26;token=acc82909-d737-4c44-9dbb-a72b4ff9e7b5" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FXycIXMcyck0zvS6Mk9Ou%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_11.jpg?alt=media&#x26;token=9e12d1da-e8ea-4fef-a00e-45ed7e58997e" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FlumMRFga0kCGt5BbceOb%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_12.jpg?alt=media&#x26;token=59b28102-0d7a-4766-b58b-4009a9defda2" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FdGokG0Tq6w1pjGglN9HA%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_13.jpg?alt=media&#x26;token=6c22fdf7-a3ad-43bb-9d98-955ec43cb6ef" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FXnHGvw5YP1OTA7CLy3SB%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_14.jpg?alt=media&#x26;token=73037b5e-d15a-461e-b4f2-9fbd57905297" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F18eFIR0Woj0cbqM5jsfx%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_15.jpg?alt=media&#x26;token=0a23e70c-3949-4020-81e6-b722e8a1c985" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FfMJF4UU1o2VhKIwajHDO%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_16.jpg?alt=media&#x26;token=15c8079b-2817-44a8-9027-91d7f60ec1b9" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FJct0e5W251RT4Zg2dcfe%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_17.jpg?alt=media&#x26;token=cc7f70b3-b7f0-41ce-ad63-5fff2dd2fd2c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FsS2LyRqy3ds2ULcTTMFn%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_18.jpg?alt=media&#x26;token=1d2b06de-7b8d-4507-bf27-7c164fa33746" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F2fq9QNbp2voZ7T4yQxLg%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_19.jpg?alt=media&#x26;token=e7cad5f9-7351-49b8-9714-07f030316d0f" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FZPYDIpEO8tBgfV31cUDu%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_20.jpg?alt=media&#x26;token=e78f96ef-1787-4655-a9a5-044c919d5adf" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FtlE3mEwDbTZ3EkcMo1xh%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_21.jpg?alt=media&#x26;token=2d7e40a6-b57a-44d7-a8d3-d6d27df71521" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FqeKPRLnICqRDAF5UHV83%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_22.jpg?alt=media&#x26;token=6edc1d2c-1fe8-4f69-9d7b-442ddb2db262" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FgLfNRInIKZsYdBjazwaf%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_23.jpg?alt=media&#x26;token=b91cac99-97f5-44c5-9a5f-42d6d1d4a365" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fc99MZI72lBi9ab2e6Y4D%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_24.jpg?alt=media&#x26;token=8c1aae66-b04d-472a-8361-86f56cb654dc" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FgCFaw42PbULEly07FuXL%2F%EC%9C%A0%ED%8A%9C%EB%B8%8C%20%ED%8A%B8%EB%A0%8C%EB%93%9C%20%EB%B9%84%EB%94%94%EC%98%A4%20%EB%B6%84%EC%84%9D_%ED%8E%98%EC%9D%B4%EC%A7%80_25.jpg?alt=media&#x26;token=f9ee9df0-0e61-4e53-88c0-efc852e6ffda" alt=""><figcaption></figcaption></figure>
