# China A-Share Analyst Research Report Monitor (研报) (`zhorex/china-analyst-reports`) Actor Keyless daily feed of Chinese sell-side research from Eastmoney (研报): stock/industry/strategy/macro reports with broker, researchers, current + previous rating (upgrade/downgrade signal), target prices and EPS/PE forecasts. Delta mode returns only new reports. For quant funds & equity research. - **URL**: https://apify.com/zhorex/china-analyst-reports.md - **Developed by:** [Sami](https://apify.com/zhorex) (community) - **Categories:** Developer tools, AI, News - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $20.00 / 1,000 analyst reports This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## China A-Share Analyst Research Report Monitor (研报) **A keyless daily feed of Chinese sell-side research** — every new analyst report from [Eastmoney (研报)](https://data.eastmoney.com/report/), with the broker, researchers, **current + previous rating** (the upgrade/downgrade signal), target prices, and EPS/PE forecasts. Built for quant / systematic funds, alt-data desks, and China equity research. No login. No API key. No CAPTCHA. ### The signal: rating changes The tradable event is a broker moving a stock's rating — e.g. 增持 (accumulate) → 买入 (buy) is an upgrade. Every record carries `rating`, `previousRating`, and a derived `ratingChange` (`upgrade` / `downgrade` / `maintain` / `initiate` / `unknown` for reports with no rating). Set `ratingChangesOnly: true` to keep just the upgrades and downgrades. ### Report types | `reportType` | | |---|---| | `stock` | Individual-stock reports (个股研报) — the default | | `industry` | Industry reports (行业研报) | | `strategy` | Strategy notes (策略报告) | | `macro` | Macro research (宏观研究) | | `brokerage_morning` | Brokerage morning meetings (券商晨会) | ### What you get (stock reports) `infoCode`, `title`, `stockCode`, `stockName`, `broker` (+ full name), `researchers`, `publishDate`, `rating`, `previousRating`, `ratingChange`, `targetPriceHigh` / `targetPriceLow`, `epsThisYear` / `peThisYear`, `epsNextYear` / `peNextYear`, `industry`, `reportUrl`, `pdfUrl`. A run rollup (rating-change counts, top brokers) is written to the key-value store `SUMMARY`. ### Built for a daily schedule > **Turn on `deltaMode` + an Apify Schedule (daily).** Each run returns **only reports new since the last run** (deduped on `infoCode`), so you build a gap-free research feed and pay only for new reports. ### Example input ```json { "reportType": "stock", "stockCodes": ["600519", "000858", "300750"], "ratingChangesOnly": true, "lookbackDays": 1, "deltaMode": true, "deltaStateKey": "my-watchlist" } ```` Leave `stockCodes` empty to cover the whole market. ### Pricing Pay-per-event: **$0.02 per report**. In `deltaMode` you're charged **only for genuinely new reports** since your last run. ### Notes & honest limitations - Forecasts and ratings are the **broker's own**, as published — this feed reports them, it does not endorse them. - `pdfUrl` follows Eastmoney's standard report-PDF pattern; a few older reports may not resolve — `reportUrl` (the report page) always works. - Aggregated public research metadata — no personal data. - Found a field you need or a bug? Open an issue on the Actor page — I typically respond within 48 hours. # Actor input Schema ## `reportType` (type: `string`): Which research feed to pull. ## `stockCodes` (type: `array`): Optional: keep only reports on these 6-digit A-share codes, e.g. 600519, 000858, 300750. Leave empty for the whole market. ## `ratingChangesOnly` (type: `boolean`): Keep only upgrades and downgrades — the tradable event — dropping rating-maintained and initiated coverage. ## `lookbackDays` (type: `integer`): How many days back to pull (1 = today's reports for a daily schedule). ## `deltaMode` (type: `boolean`): Return ONLY reports unseen since the last run (keyed on infoCode in a named store). Pair with a daily Apify Schedule for a gap-free research feed that only charges for new reports. ## `deltaStateKey` (type: `string`): Name your delta stream so independent monitors don't collide. ## `maxResults` (type: `integer`): Hard cap on reports returned. ## `proxyConfiguration` (type: `object`): Eastmoney blocks datacenter IPs, so a residential proxy is required to get reports. Defaults to Apify Residential; you can supply your own proxy instead. ## Actor input object example ```json { "reportType": "stock", "stockCodes": [], "ratingChangesOnly": false, "lookbackDays": 1, "deltaMode": false, "deltaStateKey": "default", "maxResults": 300, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "stockCodes": [], "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }; // Run the Actor and wait for it to finish const run = await client.actor("zhorex/china-analyst-reports").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "stockCodes": [], "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], }, } # Run the Actor and wait for it to finish run = client.actor("zhorex/china-analyst-reports").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "stockCodes": [], "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }' | apify call zhorex/china-analyst-reports --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=zhorex/china-analyst-reports", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "China A-Share Analyst Research Report Monitor (研报)", "description": "Keyless daily feed of Chinese sell-side research from Eastmoney (研报): stock/industry/strategy/macro reports with broker, researchers, current + previous rating (upgrade/downgrade signal), target prices and EPS/PE forecasts. Delta mode returns only new reports. For quant funds & equity research.", "version": "0.1", "x-build-id": "d9B2zUdfZDxGgSiHB" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/zhorex~china-analyst-reports/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-zhorex-china-analyst-reports", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/zhorex~china-analyst-reports/runs": { "post": { "operationId": "runs-sync-zhorex-china-analyst-reports", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/zhorex~china-analyst-reports/run-sync": { "post": { "operationId": "run-sync-zhorex-china-analyst-reports", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "reportType" ], "properties": { "reportType": { "title": "Report type", "enum": [ "stock", "industry", "strategy", "macro", "brokerage_morning" ], "type": "string", "description": "Which research feed to pull.", "default": "stock" }, "stockCodes": { "title": "Stock watchlist (stock reports only)", "type": "array", "description": "Optional: keep only reports on these 6-digit A-share codes, e.g. 600519, 000858, 300750. Leave empty for the whole market.", "items": { "type": "string" } }, "ratingChangesOnly": { "title": "Rating changes only", "type": "boolean", "description": "Keep only upgrades and downgrades — the tradable event — dropping rating-maintained and initiated coverage.", "default": false }, "lookbackDays": { "title": "Look-back days", "minimum": 0, "maximum": 90, "type": "integer", "description": "How many days back to pull (1 = today's reports for a daily schedule).", "default": 1 }, "deltaMode": { "title": "Delta mode (only new reports)", "type": "boolean", "description": "Return ONLY reports unseen since the last run (keyed on infoCode in a named store). Pair with a daily Apify Schedule for a gap-free research feed that only charges for new reports.", "default": false }, "deltaStateKey": { "title": "Delta state key", "type": "string", "description": "Name your delta stream so independent monitors don't collide.", "default": "default" }, "maxResults": { "title": "Max results", "minimum": 1, "maximum": 5000, "type": "integer", "description": "Hard cap on reports returned.", "default": 300 }, "proxyConfiguration": { "title": "Proxy", "type": "object", "description": "Eastmoney blocks datacenter IPs, so a residential proxy is required to get reports. Defaults to Apify Residential; you can supply your own proxy instead.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```