Scrape YouTube comments and extract data from YouTube for sentiment analysis. Extract details such as user profile, amount of comments, comment details, replies, likes, and more.
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{
"url": "https:\/\/www.youtube.com\/watch?v=eKuLcgzi50U",
"name": "President Trump thanks Law Enforcement at the Southern Border",
"image": "https:\/\/i.ytimg.com\/vi\/eKuLcgzi50U\/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg==\u0026rs=AOn4CLD0-Nf5RkzRlE5OVZoALis_ae4hvw",
"views": "668K ",
"created_at": "1 year ago",
"timestamp": 1645187209281,
"channel_url": "https:\/\/www.youtube.com\/Donaldtrump\/videos"
}
{
"name": "Watch again: Giuliani attends election hearing in Gettysburg, Pennsylvania",
"views": 5747553,
"post_time": "Nov 25, 2020",
"num_of_comments": 21282,
"data": [
{
"itemSectionRenderer": {
"contents": [
{
"clarificationRenderer": {
"text": {
"runs": [
{
"text": "Robust safeguards help ensure the integrity of election results."
}
]
},
"endpoint": {
"clickTrackingParams": "CK4BEMChAhgAIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"commandMetadata": {
"webCommandMetadata": {
"url": "https:\/\/www.cisa.gov\/rumorcontrol",
"webPageType": "WEB_PAGE_TYPE_UNKNOWN",
"rootVe": 83769
}
},
"urlEndpoint": {
"url": "https:\/\/www.cisa.gov\/rumorcontrol",
"target": "TARGET_NEW_WINDOW"
}
},
"menu": {
"menuRenderer": {
"items": [
{
"menuNavigationItemRenderer": {
"text": {
"runs": [
{
"text": "Why am I seeing this?"
}
]
},
"icon": {
"iconType": "INFO"
},
"navigationEndpoint": {
"clickTrackingParams": "CK4BEMChAhgAIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"commandMetadata": {
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"webPageType": "WEB_PAGE_TYPE_UNKNOWN",
"rootVe": 83769
}
},
"urlEndpoint": {
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"target": "TARGET_NEW_WINDOW"
}
},
"trackingParams": "CK4BEMChAhgAIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"accessibility": {
"accessibilityData": {
"label": "Why am I seeing this?"
}
}
}
},
{
"menuNavigationItemRenderer": {
"text": {
"runs": [
{
"text": "Send feedback"
}
]
},
"icon": {
"iconType": "FEEDBACK"
},
"navigationEndpoint": {
"clickTrackingParams": "CK4BEMChAhgAIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"commandMetadata": {
"webCommandMetadata": {
"ignoreNavigation": true
}
},
"userFeedbackEndpoint": {
"additionalDatas": [
{
"userFeedbackEndpointProductSpecificValueData": {
"key": "clarify_id",
"value": "1004"
}
}
],
"bucketIdentifier": "clarify_box"
}
},
"trackingParams": "CK4BEMChAhgAIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"accessibility": {
"accessibilityData": {
"label": "Send feedback",
"identifier": {
"accessibilityIdType": "MENU_FEEDBACK"
}
}
}
}
}
],
"trackingParams": "CK4BEMChAhgAIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"accessibility": {
"accessibilityData": {
"label": "Action menu"
}
}
}
},
"source": {
"simpleText": "CISA"
},
"sourceIcon": {
"iconType": "EXTERNAL_LINK"
},
"trackingParams": "CK4BEMChAhgAIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"style": "CLARIFICATION_RENDERER_STYLE_MEDIUM",
"contentTitle": {
"runs": [
{
"text": "U.S. elections"
}
]
},
"actionButton": {
"buttonRenderer": {
"style": "STYLE_SUGGESTIVE",
"size": "SIZE_DEFAULT",
"isDisabled": false,
"text": {
"simpleText": "LEARN MORE"
},
"trackingParams": "CK8BEP33BiITCLDfg6-eyPUCFXjZlAkd7XcAHQ==",
"command": {
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"commandMetadata": {
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"webPageType": "WEB_PAGE_TYPE_UNKNOWN",
"rootVe": 83769
}
},
"urlEndpoint": {
"url": "https:\/\/www.cisa.gov\/rumorcontrol",
"target": "TARGET_NEW_WINDOW"
}
}
}
},
"background": "CLARIFICATION_RENDERER_BACKGROUND_INFO",
"ctaHasBottomSection": false,
"loggingDirectives": {
"trackingParams": "CK4BEMChAhgAIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"visibility": {
"types": "12"
},
"gestures": {
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}
}
}
}
],
"trackingParams": "CK0BELsvGAAiEwiw34Ovnsj1AhV42ZQJHe13AB0="
}
},
{
"videoPrimaryInfoRenderer": {
"title": {
"runs": [
{
"text": "Watch again: Giuliani attends election hearing in Gettysburg, Pennsylvania"
}
]
},
"viewCount": {
"videoViewCountRenderer": {
"viewCount": {
"simpleText": "5,747,553 views"
},
"shortViewCount": {
"simpleText": "5.7M views"
}
}
},
"videoActions": {
"menuRenderer": {
"items": [
{
"menuNavigationItemRenderer": {
"text": {
"runs": [
{
"text": "Report"
}
]
},
"icon": {
"iconType": "FLAG"
},
"navigationEndpoint": {
"clickTrackingParams": "CKIBEMyrARgBIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"commandMetadata": {
"webCommandMetadata": {
"ignoreNavigation": true
}
},
"modalEndpoint": {
"modal": {
"modalWithTitleAndButtonRenderer": {
"title": {
"runs": [
{
"text": "Need to report the video?"
}
]
},
"content": {
"runs": [
{
"text": "Sign in to report inappropriate content."
}
]
},
"button": {
"buttonRenderer": {
"style": "STYLE_BLUE_TEXT",
"size": "SIZE_DEFAULT",
"isDisabled": false,
"text": {
"simpleText": "Sign in"
},
"navigationEndpoint": {
"clickTrackingParams": "CKwBEPBbIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"commandMetadata": {
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"webPageType": "WEB_PAGE_TYPE_UNKNOWN",
"rootVe": 83769
}
},
"signInEndpoint": {
"hack": true
}
},
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}
}
}
}
}
},
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}
},
{
"menuServiceItemRenderer": {
"text": {
"runs": [
{
"text": "Open transcript"
}
]
},
"icon": {
"iconType": "SUBTITLES"
},
"serviceEndpoint": {
"clickTrackingParams": "CKIBEMyrARgBIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"commandMetadata": {
"webCommandMetadata": {
"sendPost": true
}
},
"signalServiceEndpoint": {
"signal": "CLIENT_SIGNAL",
"actions": [
{
"clickTrackingParams": "CKIBEMyrARgBIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"changeEngagementPanelVisibilityAction": {
"targetId": "engagement-panel-transcript",
"visibility": "ENGAGEMENT_PANEL_VISIBILITY_EXPANDED"
}
}
]
}
},
"trackingParams": "CKIBEMyrARgBIhMIsN-Dr57I9QIVeNmUCR3tdwAd"
}
}
],
"trackingParams": "CKIBEMyrARgBIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"topLevelButtons": [
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},
"isToggled": false,
"isDisabled": false,
"defaultIcon": {
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},
"defaultText": {
"accessibility": {
"accessibilityData": {
"label": "62,692 likes"
}
},
"simpleText": "62K"
},
"toggledText": {
"accessibility": {
"accessibilityData": {
"label": "62,693 likes"
}
},
"simpleText": "62K"
},
"accessibility": {
"label": "like this video along with 62,692 other people"
},
"trackingParams": "CKoBEJhNGAIiEwiw34Ovnsj1AhV42ZQJHe13AB0=",
"defaultTooltip": "I like this",
"toggledTooltip": "Unlike",
"toggledStyle": {
"styleType": "STYLE_DEFAULT_ACTIVE"
},
"defaultNavigationEndpoint": {
"clickTrackingParams": "CKoBEJhNGAIiEwiw34Ovnsj1AhV42ZQJHe13AB0=",
"commandMetadata": {
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"ignoreNavigation": true
}
},
"modalEndpoint": {
"modal": {
"modalWithTitleAndButtonRenderer": {
"title": {
"simpleText": "Like this video?"
},
"content": {
"simpleText": "Sign in to make your opinion count."
},
"button": {
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"style": "STYLE_BLUE_TEXT",
"size": "SIZE_DEFAULT",
"isDisabled": false,
"text": {
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},
"navigationEndpoint": {
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"commandMetadata": {
"webCommandMetadata": {
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"webPageType": "WEB_PAGE_TYPE_UNKNOWN",
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}
},
"signInEndpoint": {
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"commandMetadata": {
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"webPageType": "WEB_PAGE_TYPE_WATCH",
"rootVe": 3832
}
},
"watchEndpoint": {
"videoId": "vfBD0JpeKEw",
"watchEndpointSupportedOnesieConfig": {
"html5PlaybackOnesieConfig": {
"commonConfig": {
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}
}
}
}
}
},
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}
},
"toggleButtonSupportedData": {
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}
},
"targetId": "watch-like"
}
},
{
"toggleButtonRenderer": {
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},
"isToggled": false,
"isDisabled": false,
"defaultIcon": {
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},
"defaultText": {
"simpleText": "Dislike"
},
"toggledText": {
"simpleText": "Dislike"
},
"accessibility": {
"label": "Dislike this video"
},
"trackingParams": "CKgBEJhNGAMiEwiw34Ovnsj1AhV42ZQJHe13AB0=",
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},
"defaultNavigationEndpoint": {
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"commandMetadata": {
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}
},
"modalEndpoint": {
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"modalWithTitleAndButtonRenderer": {
"title": {
"simpleText": "Don\u0027t like this video?"
},
"content": {
"simpleText": "Sign in to make your opinion count."
},
"button": {
"buttonRenderer": {
"style": "STYLE_BLUE_TEXT",
"size": "SIZE_DEFAULT",
"isDisabled": false,
"text": {
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},
"navigationEndpoint": {
"clickTrackingParams": "CKkBEPmGBCITCLDfg6-eyPUCFXjZlAkd7XcAHQ==",
"commandMetadata": {
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}
},
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}
},
"watchEndpoint": {
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}
}
}
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},
"trackingParams": "CKkBEPmGBCITCLDfg6-eyPUCFXjZlAkd7XcAHQ=="
}
}
}
}
}
},
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}
},
"toggleButtonSupportedData": {
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}
},
"targetId": "watch-dislike"
}
},
{
"buttonRenderer": {
"style": "STYLE_DEFAULT",
"size": "SIZE_DEFAULT",
"isDisabled": false,
"text": {
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}
]
},
"serviceEndpoint": {
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"commandMetadata": {
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}
},
"shareEntityServiceEndpoint": {
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}
},
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}
}
]
}
},
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},
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"accessibilityData": {
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}
}
}
},
{
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"size": "SIZE_DEFAULT",
"targetId": "watch-download-button",
"command": {
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"offlineVideoEndpoint": {
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}
}
}
}
}
},
{
"buttonRenderer": {
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]
},
"icon": {
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},
"navigationEndpoint": {
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}
},
"modalEndpoint": {
"modal": {
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{
"text": "Want to watch this again later?"
}
]
},
"content": {
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{
"text": "Sign in to add this video to a playlist."
}
]
},
"button": {
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"style": "STYLE_BLUE_TEXT",
"size": "SIZE_DEFAULT",
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},
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},
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}
},
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},
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}
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}
}
],
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}
}
}
},
"trackingParams": "CKIBEMyrARgBIhMIsN-Dr57I9QIVeNmUCR3tdwAd",
"dateText": {
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}
}
},
{
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}
]
},
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{
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"commandMetadata": {
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}
},
"browseEndpoint": {
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]
},
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},
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}
},
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"๐ค",
"๐ค",
"๐คข",
"๐คฎ",
"๐คง",
"๐ฅต",
"๐ฅถ",
"๐ฅด",
"๐ต",
"๐ตโ๐ซ",
"๐คฏ",
"๐ค ",
"๐ฅณ",
"๐ฅธ",
"๐",
"๐ค",
"๐ง",
"๐",
"๐",
"๐",
"โน",
"๐ฎ",
"๐ฏ",
"๐ฒ",
"๐ณ",
"๐ฅบ",
"๐ฆ",
"๐ง",
"๐จ",
"๐ฐ",
"๐ฅ",
"๐ข",
"๐ญ",
"๐ฑ",
"๐",
"๐ฃ",
"๐",
"๐",
"๐ฉ",
"๐ซ",
"๐ฅฑ",
"๐ค",
"๐ก",
"๐ ",
"๐คฌ",
"๐",
"๐ฟ",
"๐",
"โ ",
"๐ฉ",
"๐คก",
"๐น",
"๐บ",
"๐ป",
"๐ฝ",
"๐พ",
"๐ค",
"๐บ",
"๐ธ",
"๐น",
"๐ป",
"๐ผ",
"๐ฝ",
"๐",
"๐ฟ",
"๐พ",
"๐",
"๐",
"๐",
"๐",
"๐",
"๐",
"๐",
"๐",
"๐",
"๐",
"๐",
"๐",
"๐",
"โฃ",
"๐",
"โคโ๐ฅ",
"โคโ๐ฉน",
"โค",
"๐งก",
"๐",
"๐",
"๐",
"๐",
"๐ค",
"๐ค",
"๐ค",
"๐ฏ",
"๐ข",
"๐ฅ",
"๐ซ",
"๐ฆ",
"๐จ",
"๐ณ",
"๐ฃ",
"๐ฌ",
"๐โ๐จ",
"๐จ",
"๐ฏ",
"๐ญ",
"๐ค",
"๐",
"๐ค",
"๐",
"โ",
"๐",
"๐",
"๐ค",
"๐ค",
"โ",
"๐ค",
"๐ค",
"๐ค",
"๐ค",
"๐",
"๐",
"๐",
"๐",
"๐",
"โ",
"๐",
"๐",
"โ",
"๐",
"๐ค",
"๐ค",
"๐",
"๐",
"๐",
"๐คฒ",
"๐ค",
"๐",
"โ",
"๐
",
"๐คณ",
"๐ช",
"๐ฆพ",
"๐ฆฟ",
"๐ฆต",
"๐ฆถ",
"๐",
"๐ฆป",
"๐",
"๐ง ",
"๐ซ",
"๐ซ",
"๐ฆท",
"๐ฆด",
"๐",
"๐",
"๐
",
"๐",
"๐ถ",
"๐ง",
"๐ฆ",
"๐ง",
"๐ง",
"๐ฑ",
"๐จ",
"๐ง",
"๐งโโ",
"๐งโโ",
"๐ฉ",
"๐ฑโโ",
"๐ฑโโ",
"๐ง",
"๐ด",
"๐ต",
"๐",
"๐โโ",
"๐โโ",
"๐",
"๐โโ",
"๐โโ",
"๐
",
"๐
โโ",
"๐
โโ",
"๐",
"๐โโ",
"๐โโ",
"๐",
"๐โโ",
"๐โโ",
"๐",
"๐โโ",
"๐โโ",
"๐ง",
"๐งโโ",
"๐งโโ",
"๐",
"๐โโ",
"๐โโ",
"๐คฆ",
"๐คฆโโ",
"๐คฆโโ",
"๐คท",
"๐คทโโ",
"๐คทโโ",
"๐งโโ",
"๐จโโ",
"๐ฉโโ",
"๐งโ๐",
"๐จโ๐",
"๐ฉโ๐",
"๐งโ๐ซ",
"๐จโ๐ซ",
"๐ฉโ๐ซ",
"๐งโโ",
"๐จโโ",
"๐ฉโโ",
"๐งโ๐พ",
"๐จโ๐พ",
"๐ฉโ๐พ",
"๐งโ๐ณ",
"๐จโ๐ณ",
"๐ฉโ๐ณ",
"๐งโ๐ง",
"๐จโ๐ง",
"๐ฉโ๐ง",
"๐งโ๐ญ",
"๐จโ๐ญ",
"๐ฉโ๐ญ",
"๐งโ๐ผ",
"๐จโ๐ผ",
"๐ฉโ๐ผ",
"๐งโ๐ฌ",
"๐จโ๐ฌ",
"๐ฉโ๐ฌ",
"๐งโ๐ป",
"๐จโ๐ป",
"๐ฉโ๐ป",
"๐งโ๐ค",
"๐จโ๐ค",
"๐ฉโ๐ค",
"๐งโ๐จ",
"๐จโ๐จ",
"๐ฉโ๐จ",
"๐งโโ",
"๐จโโ",
"๐ฉโโ",
"๐งโ๐",
"๐จโ๐",
"๐ฉโ๐",
"๐งโ๐",
"๐จโ๐",
"๐ฉโ๐",
"๐ฎ",
"๐ฎโโ",
"๐ฎโโ",
"๐ต",
"๐ตโโ",
"๐ตโโ",
"๐",
"๐โโ",
"๐โโ",
"๐ฅท",
"๐ท",
"๐ทโโ",
"๐ทโโ",
"๐คด",
"๐ธ",
"๐ณ",
"๐ณโโ",
"๐ณโโ",