China Social Sentiment Aggregate
Pricing
$250.00 / 1,000 sentiment report (per keyword)s
China Social Sentiment Aggregate
One keyword → a normalized, deduped, sentiment-tagged feed across Chinese social platforms (Bilibili + RedNote + Weibo). Cross-platform China brand & topic monitoring for AI-training data, brand sentiment and China-equity analysts.
Pricing
$250.00 / 1,000 sentiment report (per keyword)s
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NexGenData
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🇨🇳 China Social Sentiment — Cross-Platform Brand & Topic Monitor
Give it one keyword (Chinese or English) and get back a single, unified, deduplicated, sentiment-tagged feed of Chinese social posts — pulled from multiple platforms in one run, normalized to one schema.
Built for brand monitoring, China consumer & equity research, and AI training data.
What you get
A flat list of posts, one row per item, each normalized to the same shape:
| Field | Meaning |
|---|---|
platform | bilibili / rednote / weibo |
title, text | post title and body/《caption》 |
author, url, source_url | creator and links |
likes, comments, shares, views | engagement (where the platform exposes it) |
posted_at | publish time |
sentiment_label, sentiment_score | best-effort bilingual sentiment (see below) |
keyword, scraped_at | your query + capture time |
Duplicate posts (same URL/id) are removed across platforms.
Platform coverage — read this before you run
Coverage differs by platform, so results vary with your keyword:
- Bilibili (B站) — primary, works out of the box. Full anonymous keyword video search. This is the reliable engine and the default.
- Weibo Hot Search (微博热搜) — situational. Contributes items only when your keyword matches a currently-trending Hot-Search topic (with English translation). For non-trending keywords it returns nothing — that's expected.
- RedNote / Xiaohongshu (小红书) — requires a login cookie. XHS forces a login modal on anonymous keyword search, so RedNote keyword search returns nothing without an authenticated session. It is not enabled by default here.
Sentiment
Each item is tagged positive / negative / neutral with a score, using a lightweight bilingual (Chinese + English) lexicon. It's best-effort signal for triage and monitoring — not a substitute for a trained sentiment model.
Pricing & billing
- Flat $0.25 per keyword run — charged once per run, and only when results are returned (an empty run costs nothing).
- This actor orchestrates NexGenData's platform scrapers under your Apify account, so the underlying Bilibili/RedNote/Weibo scrapers bill your account per their own pay-per-event pricing. The $0.25 is only the aggregation + sentiment layer on top.
Input
| Field | Default | Notes |
|---|---|---|
keyword | (required) | brand / product / person / topic, Chinese or English |
platforms | ["bilibili","weibo"] | choose any of bilibili / rednote / weibo |
max_per_platform | 50 | items pulled per platform before dedup |
sentiment | true | toggle sentiment tagging |
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