Advanced sentiment analysis and clustering into 18+ specific topics optimized for the mobile industry based on app reviews on Apple App Store.
Example Request
Example Response
{
"artworkUrl100": "https://is1-ssl.mzstatic.com/image/thumb/Purple124/v4/42/a7/aa/42a7aa6e-b3b0-5649-a633-c3ddfc12ee9c/source/100x100bb.jpg",
"artworkUrl512": "https://is1-ssl.mzstatic.com/image/thumb/Purple124/v4/42/a7/aa/42a7aa6e-b3b0-5649-a633-c3ddfc12ee9c/source/512x512bb.jpg",
"averageUserRating": 4.48668,
"bundleId": "com.mojang.minecraftpe",
"formattedPrice": "$6.99",
"sellerName": "Mojang AB",
"trackCensoredName": "Minecraft",
"trackId": 479516143,
"userRatingCount": 422395,
"market_source": "ITUNES",
"market_status": "PUBLISHED",
"topics": [
{
"positive": 0.5792723426780815,
"topic_name": "Update",
"negative": 0.4207276573219185,
"reviews": 27279,
"average_rating": 3.9474320906191576,
"topic_id": "update",
"reviews_percentage": 0.28496960073543237
},
{
"positive": 0.4259691275494291,
"topic_name": "Stability",
"negative": 0.5740308724505709,
"reviews": 17795,
"average_rating": 3.3042427648215793,
"topic_id": "stability",
"reviews_percentage": 0.18589515909993104
},
{
"positive": 0.380039611935345,
"topic_name": "General Feedback",
"negative": 0.6199603880646549,
"reviews": 12683,
"average_rating": 4.59489079870693,
"topic_id": "general_feedback",
"reviews_percentage": 0.13249273969454484
},
{
"positive": 0.4836176304539663,
"topic_name": "Signup & Login",
"negative": 0.5163823695460337,
"reviews": 7568,
"average_rating": 3.5947410147991543,
"topic_id": "signup_experience",
"reviews_percentage": 0.07905898084115079
},
{
"positive": 0.13875995555588447,
"topic_name": "User Interface & UX",
"negative": 0.8612400444441155,
"reviews": 7499,
"average_rating": 3.6302173623149754,
"topic_id": "user_interface",
"reviews_percentage": 0.0783381735369701
},
{
"positive": 0.38706604041577664,
"topic_name": "Pricing & Payments",
"negative": 0.6129339595842234,
"reviews": 4680,
"average_rating": 3.361752136752137,
"topic_id": "pricing_payments",
"reviews_percentage": 0.048889538892254975
},
{
"positive": 0.38399268482720594,
"topic_name": "Audio",
"negative": 0.6160073151727941,
"reviews": 3670,
"average_rating": 4.002179836512261,
"topic_id": "audio",
"reviews_percentage": 0.03833859139627687
},
{
"positive": 0.6857326692019433,
"topic_name": "Video",
"negative": 0.3142673307980567,
"reviews": 3403,
"average_rating": 4.2594769321187185,
"topic_id": "video",
"reviews_percentage": 0.035549380523577714
},
{
"positive": 0.3944213989394333,
"topic_name": "Connectivity",
"negative": 0.6055786010605667,
"reviews": 3132,
"average_rating": 3.466155810983397,
"topic_id": "connectivity",
"reviews_percentage": 0.03271838372020141
},
{
"positive": 0.4745989304800958,
"topic_name": "Translation & Internationalization",
"negative": 0.5254010695199042,
"reviews": 1801,
"average_rating": 4.3264852859522485,
"topic_id": "translation_internationalization",
"reviews_percentage": 0.01881411528738274
},
{
"positive": 0.5141164168686371,
"topic_name": "Privacy",
"negative": 0.48588358313136293,
"reviews": 1328,
"average_rating": 4.220632530120482,
"topic_id": "privacy",
"reviews_percentage": 0.013872928984810814
},
{
"positive": 0.45656137507399736,
"topic_name": "Device Compatibility",
"negative": 0.5434386249260026,
"reviews": 1298,
"average_rating": 3.989984591679507,
"topic_id": "device_compatibility",
"reviews_percentage": 0.013559534504732256
},
{
"positive": 0.5900720576442454,
"topic_name": "Uninstall",
"negative": 0.4099279423557546,
"reviews": 1197,
"average_rating": 3.3625730994152048,
"topic_id": "uninstall",
"reviews_percentage": 0.012504439755134445
},
{
"positive": 0.38591117917256706,
"topic_name": "Resource Usage",
"negative": 0.6140888208274329,
"reviews": 1044,
"average_rating": 3.9090038314176243,
"topic_id": "resource_usage",
"reviews_percentage": 0.010906127906733802
},
{
"positive": 0.524324324323273,
"topic_name": "Notifications & Alerts",
"negative": 0.475675675676727,
"reviews": 709,
"average_rating": 3.9351198871650213,
"topic_id": "notification_alerts",
"reviews_percentage": 0.007406556212523244
},
{
"positive": 0.45527746091275756,
"topic_name": "Tutorial",
"negative": 0.5447225390872424,
"reviews": 305,
"average_rating": 4.275409836065574,
"topic_id": "tutorial",
"reviews_percentage": 0.0031861772141320017
},
{
"positive": 0.7770118627756718,
"topic_name": "Advertising",
"negative": 0.2229881372243282,
"reviews": 234,
"average_rating": 4.264957264957265,
"topic_id": "advertising",
"reviews_percentage": 0.002444476944612749
},
{
"positive": 0.48121502797661425,
"topic_name": "Location Services",
"negative": 0.5187849720233857,
"reviews": 101,
"average_rating": 4.485148514851486,
"topic_id": "location_services",
"reviews_percentage": 0.0010550947495978104
}
],
"number_topics": 18,
"total_reviews": 95726
}