more data

linked_in_scraper.py

@@ -7,6 +7,18 @@ from bs4 import BeautifulSoup
 from jinja2 import Template
 import headers
 
+FUNCTION_FACETS = [
+    17,
+    18,
+    14,
+    2,
+    4,
+    20,
+    5,
+    13,
+    12,
+    26,
+]
 
 def download_file(url, local_filename=None):
     if local_filename is None:
@@ -22,10 +34,12 @@ def download_file(url, local_filename=None):
     return local_filename
 
 
-def get_page(company_id, start=0, count=50):
+def get_page(company_id, function_id, start=0, count=50):
+    # facet.FA	17
     params = {
-        'facet': 'CC',
+        'facet': ['CC', 'FA'],
         'facet.CC': company_id,
+        'facet.FA': function_id,
         'count': count,
         'start': start,
     }
@@ -35,21 +49,25 @@ def get_page(company_id, start=0, count=50):
 
 
 def get_company(company_id, outname):
-    count = 50
-    start = 0
-    results = get_page(company_id)
-    total = results['pagination']['total']
-    people = results['searchResults']
-    start += count
-    while start < total:
-        print('getting', start, total)
-        time.sleep(1)
-        results = get_page(company_id, start)
+    people = []
+
+    for function_id in FUNCTION_FACETS:
+        print('getting function', function_id, 'for company', company_id)
+        count = 50
+        start = 0
+        results = get_page(company_id, function_id)
+        total = results['pagination']['total']
         people += results['searchResults']
         start += count
+        while start < total:
+            print('getting', start, 'of', total)
+            time.sleep(1)
+            results = get_page(company_id, function_id, start)
+            people += results['searchResults']
+            start += count
 
-        with open(outname, 'w') as outfile:
-            json.dump(people, outfile, indent=2)
+            with open(outname, 'w') as outfile:
+                json.dump(people, outfile, indent=2)
 
     return outname
 
@@ -145,7 +163,8 @@ def clean_and_parse(datafile, outname):
         #     with open(profile_file, 'r') as profilein:
         #         profile = json.load(profilein)
 
-        out.append(item)
+        if mid not in out:
+            out.append(item)
 
     with open(outname + '.json', 'w') as jsonfile:
         json.dump(out, jsonfile, indent=2)

profiles/AAEAAA-gSUwBKG36BPTVFbzi25JXYYv63k6LrT0.json

@@ -0,0 +1 @@
+{"lastName": "Valdez", "objectUrn": "urn:li:member:262162764", "contactInfo": {}, "crmStatus": {"imported": false}, "industry": "Law Enforcement", "educations": [{"endedOn": {"year": 2013}, "fieldsOfStudy": ["Criminal Justice"], "school": "urn:li:fs_salesSchool:18934", "degree": "Bachelor of Science (BS)", "schoolName": "John Jay College of Criminal Justice", "startedOn": {"year": 2012}, "eduId": 163646214}, {"endedOn": {"year": 2012}, "fieldsOfStudy": ["Criminal Justice"], "degree": "Associate of Arts (AA)", "schoolName": "CUNY - Bronx Community College", "startedOn": {"year": 2011}, "eduId": 192308190}, {"endedOn": {"year": 2006}, "degree": "Completion of Machine Gunner Course", "schoolName": "Marine Corps - School of Infantry", "startedOn": {"year": 2006}, "eduId": 192305821}, {"school": "urn:li:fs_salesSchool:20162", "schoolName": "Borough of Manhattan Community College", "eduId": 242105742}], "inmailRestriction": "NO_RESTRICTION", "unlocked": false, "entityUrn": "urn:li:fs_salesProfile:(ACwAAA-gSUwBInuDcH0kRqflIdPAgJePXW6pLSI,NAME_SEARCH,undefined)", "numOfConnections": 189, "profilePictureDisplayImage": {"artifacts": [{"width": 100, "fileIdentifyingUrlPathSegment": "https://media.licdn.com/dms/image/C4E03AQHb8exXAtZ6Tg/profile-displayphoto-shrink_100_100/0?e=1534982400&v=beta&t=cvD_lpa9Za9nhzzKjx4T6UI9P-xErDX1MC3o-Rtfy9E", "height": 100}, {"width": 200, "fileIdentifyingUrlPathSegment": "https://media.licdn.com/dms/image/C4E03AQHb8exXAtZ6Tg/profile-displayphoto-shrink_200_200/0?e=1534982400&v=beta&t=Jxoivax2tiye6qYT1-cz-u-GP9iBcnnvTlM3gKdF7Do", "height": 200}, {"width": 400, "fileIdentifyingUrlPathSegment": "https://media.licdn.com/dms/image/C4E03AQHb8exXAtZ6Tg/profile-displayphoto-shrink_400_400/0?e=1534982400&v=beta&t=QSeNrotb9kY5CMImpTgf4vMcR_61tO53ffxEpZGKEHg", "height": 400}, {"width": 800, "fileIdentifyingUrlPathSegment": "https://media.licdn.com/dms/image/C4E03AQHb8exXAtZ6Tg/profile-displayphoto-shrink_800_800/0?e=1534982400&v=beta&t=TFFHjJn0JR30K9a72I-DEFX5DOe6lb1dm9SgPt8LsGc", "height": 800}], "rootUrl": ""}, "showTotalConnectionsPage": false, "headline": "Deportation Officer with DHS - Immigration Customs  Enforcement", "profileUnlockInfo": {"showProfileUnlock": false}, "pendingInvitation": false, "defaultPosition": {"posId": 893056018, "new": false, "current": true, "companyName": "U.S. Immigration and Customs Enforcement (ICE)", "title": "Deportation Officer", "startedOn": {"month": 6, "year": 2016}, "companyUrn": "urn:li:fs_salesCompany:533534"}, "degree": 3, "fullName": "Ariel Valdez", "positions": [{"posId": 893056018, "new": false, "current": true, "companyName": "U.S. Immigration and Customs Enforcement (ICE)", "title": "Deportation Officer", "startedOn": {"month": 6, "year": 2016}, "companyUrn": "urn:li:fs_salesCompany:533534"}, {"posId": 473975065, "current": true, "companyName": "Primerica", "description": "I am a New York State licensed life insurance agent offering a variety of financial services, helping families and individuals achieve financial independence.", "location": "Lodi, NJ", "title": "Independent Representative", "startedOn": {"year": 2012}, "companyUrn": "urn:li:fs_salesCompany:4416"}, {"posId": 561266599, "new": false, "current": false, "endedOn": {"month": 6, "year": 2016}, "companyName": "Federal Bureau of Prisons", "location": "Greater New York City Area", "title": "Correctional Officer", "startedOn": {"month": 4, "year": 2014}, "companyUrn": "urn:li:fs_salesCompany:12787"}, {"posId": 407796883, "new": false, "current": false, "endedOn": {"month": 7, "year": 2010}, "companyName": "United States Marine Corps", "location": "Camp Lajeune, NC", "title": "Corporal- Machine Gunner", "startedOn": {"month": 8, "year": 2006}, "companyUrn": "urn:li:fs_salesCompany:2039"}, {"posId": 473972718, "current": false, "endedOn": {"year": 2006}, "companyName": "United States Army Reserve", "location": "Jersey City, NJ", "title": "Bulk Fuel Specialist", "startedOn": {"year": 2004}, "companyUrn": "urn:li:fs_salesCompany:1230"}, {"posId": 473972964, "current": false, "endedOn": {"year": 2005}, "companyName": "Church of Our Saviour", "location": "New York, NY", "title": "Receptionist / Sexton", "startedOn": {"year": 2000}}], "pictureInfo": {}, "relatedColleagueCompanyId": 533534, "savedLead": false, "firstName": "Ariel", "numOfSharedConnections": 0, "memberBadges": {"premium": false, "openLink": true, "jobSeeker": false}, "flagshipProfileUrl": "https://www.linkedin.com/in/ariel-valdez-69096a73", "location": "New York, New York"}

profiles/AAEAAA06JusBrjsjuErY73fRXpxHnYf9lh7GxyU.json

@@ -0,0 +1 @@
+{"lastName": "Watson", "objectUrn": "urn:li:member:221914859", "contactInfo": {"websites": [{"category": "COMPANY", "dataSource": "LINKEDIN", "url": "http://www.clintonschool.uasys.edu/about/our-students"}]}, "crmStatus": {"imported": false}, "industry": "Law Enforcement", "educations": [{"endedOn": {"year": 2016}, "fieldsOfStudy": ["Public Service"], "school": "urn:li:fs_salesSchool:164098", "degree": "Master's degree", "schoolName": "Clinton School of Public Service", "startedOn": {"year": 2014}, "eduId": 439694734}, {"endedOn": {"year": 2012}, "fieldsOfStudy": ["Political Science and Government"], "school": "urn:li:fs_salesSchool:18072", "degree": "Bachelor's degree", "schoolName": "University of the District of Columbia", "startedOn": {"year": 2007}, "eduId": 439694708}], "inmailRestriction": "NO_RESTRICTION", "unlocked": false, "entityUrn": "urn:li:fs_salesProfile:(ACwAAA06JusBt0-fYNYriqRdo6r6LbHfoQtdFc8,NAME_SEARCH,undefined)", "numOfConnections": 268, "profilePictureDisplayImage": {"artifacts": [{"width": 100, "fileIdentifyingUrlPathSegment": "https://media.licdn.com/dms/image/C5603AQEzyZ5uv8GvHw/profile-displayphoto-shrink_100_100/0?e=1534982400&v=beta&t=U90o_jyEwEnYyeOgpnmHLds62OsR62MFoEpObIohPFk", "height": 100}, {"width": 200, "fileIdentifyingUrlPathSegment": "https://media.licdn.com/dms/image/C5603AQEzyZ5uv8GvHw/profile-displayphoto-shrink_200_200/0?e=1534982400&v=beta&t=MJkBdTYAOB9ofvtlhGO6snYv3lclRL2oCaawBG1V4xk", "height": 200}, {"width": 400, "fileIdentifyingUrlPathSegment": "https://media.licdn.com/dms/image/C5603AQEzyZ5uv8GvHw/profile-displayphoto-shrink_400_400/0?e=1534982400&v=beta&t=L8CfWK3HtyJhIEo-syV1ZZC_IZ4zLHVjwzJChBNb4FU", "height": 400}, {"width": 800, "fileIdentifyingUrlPathSegment": "https://media.licdn.com/dms/image/C5603AQEzyZ5uv8GvHw/profile-displayphoto-shrink_800_800/0?e=1534982400&v=beta&t=r6bajBGEqWb2Z5BnbfEEpEtBd6Rcmji1Mf52Dthwb08", "height": 800}], "rootUrl": ""}, "showTotalConnectionsPage": false, "headline": "Data Analyst at U.S. Immigration and Customs Enforcement (ICE)", "profileUnlockInfo": {"showProfileUnlock": false}, "summary": "My name is Michael Watson and I am 29 year old native of the South Eastern quadrant of the District of Columbia. \n\nI graduated from the University of the District of Columbia with a Bachelors of Art in Political Science and my Masters in Public Service from the Clinton School of Public Service in Little Rock, Arkansas. \n\nI currently serve on the Advisory Council for North Star College Preparatory Academy opening in August 2018.", "pendingInvitation": false, "defaultPosition": {"posId": 1096301363, "new": false, "current": true, "companyName": "U.S. Immigration and Customs Enforcement (ICE)", "title": "Data Analyst", "startedOn": {"month": 9, "year": 2017}, "companyUrn": "urn:li:fs_salesCompany:533534"}, "degree": 3, "fullName": "Michael Watson", "positions": [{"posId": 1096301363, "new": false, "current": true, "companyName": "U.S. Immigration and Customs Enforcement (ICE)", "title": "Data Analyst", "startedOn": {"month": 9, "year": 2017}, "companyUrn": "urn:li:fs_salesCompany:533534"}, {"posId": 1046122921, "new": false, "current": true, "companyName": "Sughrue Mion PLLC", "location": "Washington D.C. Metro Area", "title": "Paralegal", "startedOn": {"month": 1, "year": 2017}, "companyUrn": "urn:li:fs_salesCompany:39739"}, {"posId": 854739342, "new": false, "current": false, "endedOn": {"month": 9, "year": 2016}, "companyName": "Education Pioneers", "location": "Washington D.C. Metro Area", "title": "Education Policy Analyst", "startedOn": {"month": 5, "year": 2016}, "companyUrn": "urn:li:fs_salesCompany:26658"}, {"posId": 438264890, "new": false, "current": false, "endedOn": {"month": 8, "year": 2014}, "companyName": "Senate Committee on Aging", "title": "Legalstive Fellow", "startedOn": {"month": 9, "year": 2013}, "companyUrn": "urn:li:fs_salesCompany:1823744"}, {"posId": 346373802, "new": false, "current": false, "endedOn": {"month": 5, "year": 2013}, "companyName": "West Virginia University", "description": "Graduate Research Associate for Eberly College of Arts & Sciences", "title": "Graduate Research Assistant", "startedOn": {"month": 4, "year": 2012}}], "pictureInfo": {}, "relatedColleagueCompanyId": 533534, "savedLead": false, "firstName": "Michael", "numOfSharedConnections": 0, "memberBadges": {"premium": false, "openLink": false, "jobSeeker": false}, "flagshipProfileUrl": "https://www.linkedin.com/in/michael-watson-b4b39a62", "location": "Washington, District Of Columbia"}

profiles/AAEAAA1jKfsB3Ey2kvaub8IWiKupUiOxhKYjods.json

@@ -0,0 +1 @@
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profiles/AAEAAA2Hsw8Bf1tzg_CfZQw1wZ07ck8fs0kucOs.json

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profiles/AAEAAA2LiCkBgYGt70XTSYutEdSkO4GbA7_8oMw.json

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