Advanced sentiment analysis and clustering into 18+ specific topics optimized for the mobile industry based on app reviews on Google Play Store.
Example Request
Example Response
{
"package_name": "com.mojang.minecraftpe",
"price": "$7.49",
"rating": 4.5287041664123535,
"title": "Minecraft",
"developer": "Mojang",
"number_ratings": 3948324,
"icon": "https://play-lh.googleusercontent.com/VSwHQjcAttxsLE47RuS4PqpC4LT7lCoSjE7Hx5AW_yCxtDvcnsHHvm5CTuL5BPN-uRTP=s180",
"icon_72": "https://play-lh.googleusercontent.com/VSwHQjcAttxsLE47RuS4PqpC4LT7lCoSjE7Hx5AW_yCxtDvcnsHHvm5CTuL5BPN-uRTP=s180",
"market_source": "GOOGLE",
"market_status": "PUBLISHED",
"market_url": "https://play.google.com/store/apps/details?id=com.mojang.minecraftpe&referrer=utm_source%3D42matters.com%26utm_medium%3Dapi",
"deep_link": "https://play.google.com/store/apps/details?id=com.mojang.minecraftpe&referrer=utm_source%3D42matters.com%26utm_medium%3Dapi",
"topics": [
{
"positive": 0.596076022544797,
"topic_name": "Update",
"negative": 0.40392397745520303,
"reviews": 4454,
"average_rating": 3.821284238886394,
"topic_id": "update",
"reviews_percentage": 0.23257271160774895
},
{
"positive": 0.5007735946342076,
"topic_name": "General Feedback",
"negative": 0.49922640536579244,
"reviews": 3181,
"average_rating": 4.53536623703238,
"topic_id": "general_feedback",
"reviews_percentage": 0.16610098689363478
},
{
"positive": 0.5035783994783404,
"topic_name": "Stability",
"negative": 0.4964216005216596,
"reviews": 2838,
"average_rating": 3.3706835799859056,
"topic_id": "stability",
"reviews_percentage": 0.1481906950028719
},
{
"positive": 0.19839065189127716,
"topic_name": "User Interface & UX",
"negative": 0.8016093481087229,
"reviews": 2179,
"average_rating": 3.7039926571821935,
"topic_id": "user_interface",
"reviews_percentage": 0.11377995927105634
},
{
"positive": 0.4951513718041349,
"topic_name": "Signup & Login",
"negative": 0.5048486281958651,
"reviews": 1621,
"average_rating": 3.3140037014188772,
"topic_id": "signup_experience",
"reviews_percentage": 0.08464309957704559
},
{
"positive": 0.4226945491926601,
"topic_name": "Pricing & Payments",
"negative": 0.5773054508073399,
"reviews": 1134,
"average_rating": 3.2292768959435625,
"topic_id": "pricing_payments",
"reviews_percentage": 0.05921361808782831
},
{
"positive": 0.3983765398566731,
"topic_name": "Connectivity",
"negative": 0.6016234601433269,
"reviews": 801,
"average_rating": 3.3121098626716603,
"topic_id": "connectivity",
"reviews_percentage": 0.041825492141402534
},
{
"positive": 0.5514223194730988,
"topic_name": "Uninstall",
"negative": 0.44857768052690117,
"reviews": 675,
"average_rating": 2.9985185185185186,
"topic_id": "uninstall",
"reviews_percentage": 0.035246201242754946
},
{
"positive": 0.5730124592096189,
"topic_name": "Video",
"negative": 0.42698754079038115,
"reviews": 526,
"average_rating": 4.076045627376426,
"topic_id": "video",
"reviews_percentage": 0.027465928672132003
},
{
"positive": 0.3571753986328044,
"topic_name": "Audio",
"negative": 0.6428246013671957,
"reviews": 504,
"average_rating": 3.884920634920635,
"topic_id": "audio",
"reviews_percentage": 0.02631716359459036
},
{
"positive": 0.379370124241257,
"topic_name": "Resource Usage",
"negative": 0.620629875758743,
"reviews": 269,
"average_rating": 3.676579925650558,
"topic_id": "resource_usage",
"reviews_percentage": 0.014046263902668268
},
{
"positive": 0.49223378702889725,
"topic_name": "Device Compatibility",
"negative": 0.5077662129711027,
"reviews": 256,
"average_rating": 3.6953125,
"topic_id": "device_compatibility",
"reviews_percentage": 0.013367448175030024
},
{
"positive": 0.5084745762705186,
"topic_name": "Translation & Internationalization",
"negative": 0.4915254237294814,
"reviews": 231,
"average_rating": 4.2727272727272725,
"topic_id": "translation_internationalization",
"reviews_percentage": 0.012062033314187249
},
{
"positive": 0.4108057754989385,
"topic_name": "Privacy",
"negative": 0.5891942245010615,
"reviews": 176,
"average_rating": 3.778409090909091,
"topic_id": "privacy",
"reviews_percentage": 0.009190120620333142
},
{
"positive": 0.4763948497843973,
"topic_name": "Notifications & Alerts",
"negative": 0.5236051502156027,
"reviews": 157,
"average_rating": 3.5286624203821657,
"topic_id": "notification_alerts",
"reviews_percentage": 0.008198005326092632
},
{
"positive": 0.7917808219176188,
"topic_name": "Advertising",
"negative": 0.20821917808238122,
"reviews": 97,
"average_rating": 4.443298969072165,
"topic_id": "advertising",
"reviews_percentage": 0.0050650096600699706
},
{
"positive": 0.4634551495007315,
"topic_name": "Tutorial",
"negative": 0.5365448504992685,
"reviews": 49,
"average_rating": 4.142857142857143,
"topic_id": "tutorial",
"reviews_percentage": 0.0025586131272518405
}
],
"number_topics": 17,
"total_reviews": 19148
}