LinkedIn People Profiles Extractor With Emails

🏎 What is LinkedIn People Profiles Extractor With Emails?

LinkedIn Profile Extractor is a powerful web scraping tool designed for efficiently extracting LinkedIn profile details. Think of it as an enhanced version of the classic 📍 LinkedIn Scraper, optimized for speed and reliability. Just enter your URL and cookies, and extract data such as job title, company, location, contact info, profile info, profile skills and more—all at lightning-fast speeds and a predictable price. 🏎💨 No account needed to start scraping data. Simply input a URL to get detailed information about the profile.

🔎 Key Features of LinkedIn People Profiles Extractor With Emails

• 🗝 Scrape multiple profiles.
• 📍 Realtime Data
• ⬇️ Export scraped data in formats like Excel, CSV, JSON, and HTML.
• 🦾 API compatibility with Python and Node.js, along with API Endpoints, webhooks, and integration options.

📍 Data Available for Extraction

This tool can extract detailed information, including:

• 📛 Name
• 🌆 City
• 🌍 Country Code
• 📝 About
• 🏢 Current Company (Name and Link)
• 🔗 Profile URL
• 👥 People Also Viewed (Name, About, Location, and Profile Link)
• 🎓 Education Details (Title, URL, Start Year, End Year)
• 🏅 Recommendations Count
• 🖼 Avatar URL
• 💬 Recommendations
• 💼 Volunteer Experience (Title, Cause, Duration, Info, Subtitle)
• 📊 Followers Count
• 🔗 Connections Count
• 📅 Activity (Interaction, Link, Title, Image)
• 🖼 Banner Image URL
• 📧 Contact Info (Email Address, Websites, Twitter, Phone Numbers, Emails)
• 🎓 Education (Degree Name, School Name, Field of Study)
• 🏢 Experience (Company Name, Title, Description, Time Period)
• 🏆 Honors
• 📜 Publications
• 📑 Certifications
• 🌐 Languages
• 🏅 Skills
• 📚 Projects
• 🤝 Volunteer (Role, Company Name, Cause, Description)

💸 Pricing

LinkedIn Profile Extractor operates on a rental basis and is priced at $10 per month. Try it for free with an Apify account.

⬇️ Input

To get started, just provide the profile urls, then you good to go!:

1{
2    "Maximal_wait_time": 21,
3    "Minimal_wait_time": 11,
4    "account_country": "us",
5    "cookie": [],
6    "url": [
7        "https://www.linkedin.com/in/esrako%C3%A7ak/"
8    ]
9}

📹 Video Tutorial

For a step-by-step guide on how to get cookies, watch this video:

For a complete guide, check the input tab for JSON formatting details.

⬆️ Output Example

Your extracted data will be displayed in a structured table for easy viewing. Here's an example JSON output of Aviv Tal:

1[{
2  "contact_info": {
3    "email_address": null,
4    "websites": [
5      {
6        "url": "https://kodsozluk.com/Esraa",
7        "label": "BLOG"
8      }
9    ],
10    "twitter": [],
11    "birthdate": null,
12    "ims": null,
13    "phone_numbers": [],
14    "emails": []
15  },
16  "profile_info": {
17    "summary": "Technologies and languages ​​that I know and have developed myself : Java , Bootstrap, Java Spring Boot , Hibernate , MsSQL, PostgreSQL\n\nI have a strong passion and curiosity for learning new technologies and languages, as evidenced by my participation in multiple bootcamps and online courses. I completed the PHP Bootcamp by Patika.dev and the Java Bootcamp by Kodluyoruz, where I gained hands-on experience and certification in these languages and frameworks. I am currently pursuing an Associate's degree in Securities and Capital Markets at Anadolu Üniversitesi, where I aim to expand my knowledge and skills in the financial sector.\n\nMy goal is to become a full-stack software engineer who can create innovative and impactful solutions for real-world problems. I value collaboration, creativity, and continuous improvement, and I strive to apply these principles in my work and education. I am eager to take on new challenges and opportunities that will help me grow as a professional and as a person.",
18    "industryName": "Computer Software",
19    "lastName": "Koçak Gül",
20    "locationName": "Turkey",
21    "student": false,
22    "geoCountryName": "Türkiye",
23    "geoCountryUrn": "urn:li:fs_geo:102105699",
24    "geoLocationBackfilled": false,
25    "elt": false,
26    "industryUrn": "urn:li:fs_industry:4",
27    "firstName": "Esra",
28    "entityUrn": "urn:li:fs_profile:ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0",
29    "geoLocation": {
30      "geoUrn": "urn:li:fs_geo:102424322"
31    },
32    "geoLocationName": "Istanbul",
33    "location": {
34      "basicLocation": {
35        "countryCode": "tr"
36      }
37    },
38    "headline": "Software Engineer",
39    "displayPictureUrl": "https://media.licdn.com/dms/image/v2/D4D03AQGsTO23UprxQg/profile-displayphoto-shrink_",
40    "img_100_100": "100_100/profile-displayphoto-shrink_100_100/0/1718292705384?e=1746057600&v=beta&t=RxC7FlpRiQ03jp9vnXaIt0j2PZR6ZcxPciLFVqnIuyE",
41    "img_200_200": "200_200/profile-displayphoto-shrink_200_200/0/1718299023492?e=1746057600&v=beta&t=nU2oVZ302zQ_-0wPPrs3goLsVL9gaAe7K5loD_s1ZuM",
42    "img_400_400": "400_400/profile-displayphoto-shrink_400_400/0/1718286433334?e=1746057600&v=beta&t=t0aB52YM9TTXiS-_oeqi6ohtWol-dtPf2JEulm4xZZ8",
43    "img_800_800": "800_800/profile-displayphoto-shrink_800_800/0/1718290481494?e=1746057600&v=beta&t=iBP1t6i-wfss2c2V8VZBVeLlDZ88PJZALKmorEVy-Hk",
44    "profile_id": "ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0",
45    "profile_urn": "urn:li:fs_miniProfile:ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0",
46    "member_urn": "urn:li:member:867700187",
47    "public_id": "esrakoçak",
48    "experience": [
49      {
50        "entityUrn": "urn:li:fs_position:(ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0,2446810460)",
51        "companyName": "İnfina Yazılım A.Ş.",
52        "timePeriod": {
53          "startDate": {
54            "month": 8,
55            "year": 2024
56          }
57        },
58        "company": {
59          "employeeCountRange": {
60            "start": 51,
61            "end": 200
62          },
63          "industries": [
64            "Computer Software"
65          ]
66        },
67        "title": "Software Engineer",
68        "companyUrn": "urn:li:fs_miniCompany:125122",
69        "companyLogoUrl": "https://media.licdn.com/dms/image/v2/D4D0BAQFhpUowu2haYA/company-logo_"
70      },
71      {
72        "entityUrn": "urn:li:fs_position:(ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0,1870890436)",
73        "companyName": "İnfina Yazılım A.Ş.",
74        "timePeriod": {
75          "endDate": {
76            "month": 8,
77            "year": 2024
78          },
79          "startDate": {
80            "month": 12,
81            "year": 2021
82          }
83        },
84        "company": {
85          "employeeCountRange": {
86            "start": 51,
87            "end": 200
88          },
89          "industries": [
90            "Computer Software"
91          ]
92        },
93        "title": "Jr. Software Engineer at İnfina",
94        "companyUrn": "urn:li:fs_miniCompany:125122",
95        "companyLogoUrl": "https://media.licdn.com/dms/image/v2/D4D0BAQFhpUowu2haYA/company-logo_"
96      },
97      {
98        "entityUrn": "urn:li:fs_position:(ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0,1824108533)",
99        "companyName": "Patika.dev",
100        "timePeriod": {
101          "endDate": {
102            "month": 10,
103            "year": 2021
104          },
105          "startDate": {
106            "month": 8,
107            "year": 2021
108          }
109        },
110        "description": "Teknasyon PHP Bootcamp",
111        "company": {
112          "employeeCountRange": {
113            "start": 11,
114            "end": 50
115          },
116          "industries": [
117            "Information Technology and Services"
118          ]
119        },
120        "title": "PHP Bootcamp Student",
121        "companyUrn": "urn:li:fs_miniCompany:75539185",
122        "companyLogoUrl": "https://media.licdn.com/dms/image/v2/D4D0BAQEzt1XBN_yr-A/company-logo_"
123      },
124      {
125        "entityUrn": "urn:li:fs_position:(ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0,1804943706)",
126        "companyName": "Kodluyoruz",
127        "timePeriod": {
128          "endDate": {
129            "month": 8,
130            "year": 2021
131          },
132          "startDate": {
133            "month": 6,
134            "year": 2021
135          }
136        },
137        "description": "- Implemented Spring Boot application.\n- Implemented Java application.\n- Integrated Spring Boot application with DB using Hibernate.\n- Integrated Spring Boot application with DB using spring-jdbc.",
138        "company": {
139          "employeeCountRange": {
140            "start": 11,
141            "end": 50
142          },
143          "industries": [
144            "Nonprofit Organization Management"
145          ]
146        },
147        "title": "Java Bootcamp Student",
148        "companyUrn": "urn:li:fs_miniCompany:10871690",
149        "companyLogoUrl": "https://media.licdn.com/dms/image/v2/D4D0BAQGWD3xfa941iA/company-logo_"
150      },
151      {
152        "entityUrn": "urn:li:fs_position:(ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0,1804034685)",
153        "companyName": "Nar Veri Sistemleri",
154        "timePeriod": {
155          "endDate": {
156            "month": 5,
157            "year": 2021
158          },
159          "startDate": {
160            "month": 2,
161            "year": 2021
162          }
163        },
164        "title": "Intern"
165      }
166    ],
167    "education": [
168      {
169        "entityUrn": "urn:li:fs_education:(ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0,697900374)",
170        "school": {
171          "objectUrn": "urn:li:school:17355",
172          "entityUrn": "urn:li:fs_miniSchool:17355",
173          "active": true,
174          "schoolName": "Firat University",
175          "trackingId": "Ln8lLoi5RwejerANJfMJqA==",
176          "logoUrl": "https://media.licdn.com/dms/image/v2/C510BAQE3p1j1WWn1Fg/company-logo_"
177        },
178        "timePeriod": {
179          "endDate": {
180            "year": 2021
181          },
182          "startDate": {
183            "year": 2016
184          }
185        },
186        "degreeName": "Computer Engineering",
187        "schoolName": "Fırat Üniversitesi",
188        "fieldOfStudy": "Bilgisayar Mühendisliği",
189        "schoolUrn": "urn:li:fs_miniSchool:17355"
190      },
191      {
192        "entityUrn": "urn:li:fs_education:(ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0,826431141)",
193        "school": {
194          "objectUrn": "urn:li:school:17331",
195          "entityUrn": "urn:li:fs_miniSchool:17331",
196          "active": true,
197          "schoolName": "Anadolu University",
198          "trackingId": "W97G7RvnTTOCPjV/MUROYQ==",
199          "logoUrl": "https://media.licdn.com/dms/image/v2/D4D0BAQH1gC6nvL5-aw/company-logo_"
200        },
201        "timePeriod": {
202          "endDate": {
203            "month": 10,
204            "year": 2024
205          },
206          "startDate": {
207            "month": 9,
208            "year": 2022
209          }
210        },
211        "degreeName": "Önlisans",
212        "schoolName": "Anadolu Üniversitesi",
213        "fieldOfStudy": "Menkul Kıymetler ve Sermaye Piyasası",
214        "schoolUrn": "urn:li:fs_miniSchool:17331"
215      }
216    ],
217    "languages": [],
218    "publications": [],
219    "certifications": [
220      {
221        "authority": "Patika.dev",
222        "name": "PHP Bootcamp",
223        "timePeriod": {
224          "startDate": {
225            "month": 11,
226            "year": 2021
227          }
228        },
229        "licenseNumber": "83852328287238",
230        "company": {
231          "objectUrn": "urn:li:company:75539185",
232          "entityUrn": "urn:li:fs_miniCompany:75539185",
233          "name": "Patika.dev",
234          "showcase": false,
235          "active": true,
236          "logo": {
237            "com.linkedin.common.VectorImage": {
238              "artifacts": [
239                {
240                  "width": 200,
241                  "fileIdentifyingUrlPathSegment": "200_200/company-logo_200_200/0/1682007445688/patikadev_logo?e=1749081600&v=beta&t=izaorgTb0QSw8RyglNyIPrPVzwyxEuqSI4N81oy5hd0",
242                  "expiresAt": 1749081600000,
243                  "height": 200
244                },
245                {
246                  "width": 100,
247                  "fileIdentifyingUrlPathSegment": "100_100/company-logo_100_100/0/1682007445688/patikadev_logo?e=1749081600&v=beta&t=C8IgcLGGCoxqMRDqb1Z-YjFn1pHZdl1xLoCN0aKxxY0",
248                  "expiresAt": 1749081600000,
249                  "height": 100
250                },
251                {
252                  "width": 400,
253                  "fileIdentifyingUrlPathSegment": "400_400/company-logo_400_400/0/1682007445688/patikadev_logo?e=1749081600&v=beta&t=Yn_6bYQ41-andZBcndji6UeBlBJXuF7ZzBridPFvdb4",
254                  "expiresAt": 1749081600000,
255                  "height": 400
256                }
257              ],
258              "rootUrl": "https://media.licdn.com/dms/image/v2/D4D0BAQEzt1XBN_yr-A/company-logo_"
259            }
260          },
261          "universalName": "patikadev",
262          "dashCompanyUrn": "urn:li:fsd_company:75539185",
263          "trackingId": "OmF3v16WQw6gPa5Lw9DswQ=="
264        },
265        "displaySource": "verified.cv",
266        "companyUrn": "urn:li:fs_miniCompany:75539185",
267        "url": "https://verified.cv/en/verify/83852328287238"
268      },
269      {
270        "authority": "Kodluyoruz #KodlaDönüştürelim",
271        "name": "Java Bootcamp",
272        "timePeriod": {
273          "startDate": {
274            "month": 8,
275            "year": 2021
276          }
277        },
278        "licenseNumber": "11481001927443",
279        "company": {
280          "objectUrn": "urn:li:company:10871690",
281          "entityUrn": "urn:li:fs_miniCompany:10871690",
282          "name": "Kodluyoruz",
283          "showcase": false,
284          "active": true,
285          "logo": {
286            "com.linkedin.common.VectorImage": {
287              "artifacts": [
288                {
289                  "width": 200,
290                  "fileIdentifyingUrlPathSegment": "200_200/company-logo_200_200/0/1738707972785/kodluyoruz_logo?e=1749081600&v=beta&t=5TjYiNJ_xPo-Nd84mPo3EpUmTwbnamXIwajUcq6ZHoU",
291                  "expiresAt": 1749081600000,
292                  "height": 200
293                },
294                {
295                  "width": 100,
296                  "fileIdentifyingUrlPathSegment": "100_100/company-logo_100_100/0/1738707972785/kodluyoruz_logo?e=1749081600&v=beta&t=JXf8lrCsb4QMDDf8WosCbWwM1cHwKG4l9W55SRuPCL8",
297                  "expiresAt": 1749081600000,
298                  "height": 100
299                },
300                {
301                  "width": 400,
302                  "fileIdentifyingUrlPathSegment": "400_400/company-logo_400_400/0/1738707972785/kodluyoruz_logo?e=1749081600&v=beta&t=96FHbF0Y2WqXz9aJZ0PgOEYta8uLkgy9FLkJG-qFjV8",
303                  "expiresAt": 1749081600000,
304                  "height": 400
305                }
306              ],
307              "rootUrl": "https://media.licdn.com/dms/image/v2/D4D0BAQGWD3xfa941iA/company-logo_"
308            }
309          },
310          "universalName": "kodluyoruz",
311          "dashCompanyUrn": "urn:li:fsd_company:10871690",
312          "trackingId": "uAAoCN9VSyaSAVm7DHEuBQ=="
313        },
314        "displaySource": "verified.cv",
315        "companyUrn": "urn:li:fs_miniCompany:10871690",
316        "url": "https://verified.cv/en/verify/11481001927443"
317      }
318    ],
319    "volunteer": [],
320    "honors": [],
321    "projects": [],
322    "skills": [
323      {
324        "name": "Spring Boot"
325      },
326      {
327        "name": "Spring MVC"
328      },
329      {
330        "name": "Mssql"
331      },
332      {
333        "name": "Yazılım Geliştirme"
334      }
335    ],
336    "urn_id": "ACoAADO4DdsBL5b-beuV60xGK1JHdcNNrSzObM0"
337  },
338  "profile_skills": [
339    {
340      "name": "Spring Boot"
341    },
342    {
343      "name": "Spring MVC"
344    },
345    {
346      "name": "Mssql"
347    },
348    {
349      "name": "Yazılım Geliştirme"
350    },
351    {
352      "name": "HTML",
353      "standardizedSkillUrn": "urn:li:fs_miniSkill:280",
354      "standardizedSkill": {
355        "name": "HTML",
356        "entityUrn": "urn:li:fs_miniSkill:280"
357      }
358    },
359    {
360      "name": "CSS"
361    },
362    {
363      "name": "Java"
364    },
365    {
366      "name": "PHP"
367    },
368    {
369      "name": "JavaScript"
370    },
371    {
372      "name": "Spring Framework"
373    },
374    {
375      "name": "Hibernate"
376    }
377  ],
378  "username": "esrako%C3%A7ak"
379}]

For a full preview of fields, check the Storage and Output tabs, and choose the export format that best suits your needs: JSON, CSV, Excel, HTML, or XML.