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Xiaohongshu User Profile Scraper
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Xiaohongshu User Profile Scraper

Xiaohongshu User Profile Scraper

hzml/xiaohongshu-user-profile-scraper
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No credit card required

Scrape data from user profile page (e.g. https://www.xiaohongshu.com/user/profile/56970f036a6a69031d3c6e15).

.dockerignore

1# configurations
2.idea
3
4# crawlee and apify storage folders
5apify_storage
6crawlee_storage
7storage
8
9# installed files
10node_modules
11
12# git folder
13.git

.gitignore

1# This file tells Git which files shouldn't be added to source control
2.DS_Store
3.idea
4dist
5node_modules
6apify_storage
7storage/*
8!storage/key_value_stores
9storage/key_value_stores/*
10!storage/key_value_stores/default
11storage/key_value_stores/default/*
12!storage/key_value_stores/default/INPUT.json
13
14# Added by Apify CLI
15storage
16.venv

package.json

1{
2	"name": "xiaohongshu-user-profile-scraper",
3	"version": "1.0",
4	"type": "module",
5	"description": "XiaoHongShu user profile scraper",
6	"engines": {
7		"node": ">=18.0.0"
8	},
9	"dependencies": {
10		"apify": "^3.1.10",
11		"axios": "^1.5.0",
12		"cheerio": "^1.0.0-rc.12",
13		"crawlee": "^3.6.1"
14	},
15	"scripts": {
16		"start": "node ./src/main.js",
17		"test": "echo \"Error: oops, the actor has no tests yet, sad!\" && exit 1"
18	},
19	"author": "Hzml",
20	"license": "ISC"
21}

.actor/Dockerfile

1# Specify the base Docker image. You can read more about
2# the available images at https://docs.apify.com/sdk/js/docs/guides/docker-images
3# You can also use any other image from Docker Hub.
4FROM apify/actor-node:18
5
6# Copy just package.json and package-lock.json
7# to speed up the build using Docker layer cache.
8COPY package*.json ./
9
10# Install NPM packages, skip optional and development dependencies to
11# keep the image small. Avoid logging too much and print the dependency
12# tree for debugging
13RUN npm --quiet set progress=false \
14    && npm install --omit=dev --omit=optional \
15    && echo "Installed NPM packages:" \
16    && (npm list --omit=dev --all || true) \
17    && echo "Node.js version:" \
18    && node --version \
19    && echo "NPM version:" \
20    && npm --version \
21    && rm -r ~/.npm
22
23# Next, copy the remaining files and directories with the source code.
24# Since we do this after NPM install, quick build will be really fast
25# for most source file changes.
26COPY . ./
27
28
29# Run the image.
30CMD npm start --silent

.actor/actor.json

1{
2	"actorSpecification": 1,
3	"name": "xiaohongshu-user-profile-scraper",
4	"title": "XiaoHongShu User Profile Scraper",
5	"version": "1.0",
6	"description": "Scrape data from XiaoHongShu user profile page.",
7	"meta": {},
8	"input": "./input_schema.json",
9	"dockerfile": "./Dockerfile",
10	"storages": {
11		"dataset": "./dataset_schema.json"
12	}
13}

.actor/dataset_schema.json

1{
2    "actorSpecification": 1,
3    "fields": {},
4    "views": {
5        "overview": {
6            "title": "Overview",
7            "transformation": {
8                "fields": [
9                    "basicInfo.nickname",
10                    "basicInfo.gender",
11                    "basicInfo.images",
12                    "basicInfo.redId",
13                    "basicInfo.ipLocation",
14                    "basicInfo.desc",
15                    "basicInfo.imageb",
16                    "interactions",
17                    "tags",
18                    "notes"
19                ],
20                "flatten": [
21                    "basicInfo"
22                ]
23            },
24            "display": {
25                "component": "table",
26                "properties": {
27                    "basicInfo.nickname": {
28                        "label": "Nickname"
29                    },
30                    "basicInfo.gender": {
31                        "label": "Gender",
32                        "format": "number"
33                    },
34                    "interactions": {
35                        "label": "Interactions"
36                    },
37                    "basicInfo.desc": {
38                        "label": "Description"
39                    },
40                    "basicInfo.images": {
41                        "label": "Images URL",
42                        "format": "link"
43                    },
44                    "basicInfo.redId": {
45                        "label": "Red ID"
46                    },
47                    "basicInfo.ipLocation": {
48                        "label": "IP Location"
49                    },
50                    "basicInfo.imageb": {
51                        "label": "Avatar",
52                        "format": "image"
53                    },
54                    "tags": {
55                        "label": "Tags",
56                        "format": "array"
57                    },
58                    "notes": {
59                        "label": "Notes",
60                        "format": "array"
61                    }
62                }
63            }
64        }
65    }
66}

.actor/input_schema.json

1{
2    "title": "Scrape user profile data from XiaoHongShu",
3    "type": "object",
4    "schemaVersion": 1,
5    "properties": {
6        "startUrls": {
7            "title": "list of user profile urls",
8            "type": "array",
9            "description": "URLs to start with",
10            "editor": "requestListSources",
11            "prefill": [
12                {
13                    "url": "https://www.xiaohongshu.com/user/profile/5c9cb22d00000000110201ed"
14                }
15            ]
16        }
17    },
18    "required": [
19        "startUrls"
20    ]
21}

src/main.js

1// Axios - Promise based HTTP client for the browser and node.js (Read more at https://axios-http.com/docs/intro).
2import axios from "axios";
3// Cheerio - The fast, flexible & elegant library for parsing and manipulating HTML and XML (Read more at https://cheerio.js.org/).
4import * as cheerio from "cheerio";
5// Apify SDK - toolkit for building Apify Actors (Read more at https://docs.apify.com/sdk/js/).
6import { Actor } from "apify";
7// this is ESM project, and as such, it requires you to specify extensions in your relative imports
8// read more about this here: https://nodejs.org/docs/latest-v18.x/api/esm.html#mandatory-file-extensions
9// import { router } from './routes.js';
10
11// The init() call configures the Actor for its environment. It's recommended to start every Actor with an init().
12await Actor.init();
13
14// Structure of input is defined in input_schema.json
15const input = await Actor.getInput();
16console.debug("input", input);
17
18let { startUrls } = input;
19
20startUrls = startUrls
21  .filter(({ url }) => {
22    return !!url?.trim();
23  })
24  .map(({ url }) => url);
25
26// filter duplicate urls
27startUrls = [...new Set(startUrls)];
28
29console.debug("filtered urls", startUrls);
30
31/**
32 * get profile html
33 * @param {string} url
34 */
35const getProfileHtml = async (url) => {
36  const { data } = await axios.get(url, {
37    headers: {
38      Accept: "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
39      "Accept-Language": "en",
40      "User-Agent":
41        "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.149 Safari/537.36",
42    },
43  });
44  return data;
45};
46
47/**
48 *  parse data from html
49 * @param {string} htmlContent
50 */
51const parseDataFromHtml = async (htmlContent) => {
52  const match = htmlContent.match(
53    /window\.__INITIAL_STATE__=([\s\S]*?)<\/script>/
54  );
55  if (match) {
56    try {
57      let jsonData = match[1];
58
59      // replace undefined with null
60      jsonData = jsonData.replace(/(?<=:)\s*"?undefined"?\s*(?=[,}])/g, "null");
61
62      // replace new Date with string
63      jsonData = jsonData.replace(
64        /"new Date\((\d+),(\d+),(\d+)\)"/g,
65        '"$1-$2-$3"'
66      );
67
68      // replace NaN with null
69      jsonData = jsonData.replace(/\\"/g, '\\\\"');
70
71      // replace comments
72      jsonData = jsonData.replace(/\/\/.*?\n|\/\*.*?\*\//g, "");
73
74      // replace comma at the end of object
75      jsonData = jsonData.replace(/,\s*([}\]])/g, "$1");
76
77      return JSON.parse(jsonData);
78    } catch (e) {
79      console.error(e);
80      return null;
81    }
82  } else {
83    return null;
84  }
85};
86
87const settledResults = await Promise.allSettled(
88  startUrls.map(async (url) => {
89    const profile_html = await getProfileHtml(url);
90    const parsed_data = await parseDataFromHtml(profile_html);
91    const userPageData = parsed_data?.["user"]?.["userPageData"];
92    return {
93      basicInfo: userPageData?.["basicInfo"],
94      interactions: userPageData?.["interactions"],
95      tags: userPageData?.["tags"],
96      notes: parsed_data?.["user"]?.["notes"]?.[0],
97    };
98  })
99);
100
101const profiles = [];
102
103settledResults.forEach((r) => {
104  if (r.status === "fulfilled") {
105    profiles.push(r.value);
106  } else {
107    console.log("error", r.reason);
108  }
109});
110
111// Save headings to Dataset - a table-like storage.
112await Actor.pushData(profiles);
113
114// Gracefully exit the Actor process. It's recommended to quit all Actors with an exit().
115await Actor.exit();
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Actor metrics
  • 6 monthly users
  • 100.0% runs succeeded
  • Modified 3 months ago

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