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# Step-by-step blog post: https://serpapi.com/blog/scrape-google-images-with-python/
# There's an API solution with a video tutorial: https://www.youtube.com/watch?v=QuCPV6_GT6o

import os, requests, lxml, re, json, urllib.request
from bs4 import BeautifulSoup
from serpapi import GoogleSearch

headers = {
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/103.0.5060.114 Safari/537.36"
}

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# Video tutorial - https://www.youtube.com/watch?v=IXcycQwpFH0
# https://serpapi.com/google-scholar-api

from serpapi import GoogleSearch
from urllib.parse import urlsplit, parse_qsl
import pandas as pd
import os, json


def scrape_organic_results():

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# scraped url: https://www.researchgate.net/search/researcher?q=Coffee&page=1
# blog post: 

from parsel import Selector
from playwright.sync_api import sync_playwright
import json


def scrape_researchgate_profile(query: str):
    with sync_playwright() as p:

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from serpapi import GoogleSearch
from urllib.parse import urlsplit, parse_qsl
import pandas as pd
import os, json

def scrape_google_scholar_author():

    params = {
        "api_key": os.getenv("API_KEY"),      # SerpApi API key
        "engine": "google_scholar_author",    # author results search engine

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import nasdaqdatalink
import requests, json, re
from parsel import Selector
from itertools import zip_longest


def scrape_google_finance(ticker: str):
    params = {
        "hl": "en" # language
        }

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from bs4 import BeautifulSoup
import requests, lxml, os, json

headers = {
    'User-agent':
    "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.102 Safari/537.36 Edge/18.19582"
}

proxies = {
  'http': os.getenv('HTTP_PROXY') # or just type proxy here without os.getenv()

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Exhaustive list of SPDX (Software Package Data Exchange) licenses: https://spdx.org/licenses/

Table of Contents

• TL;DR - The BSD 3 Clause License Should Do
• In a Nutshell
• 3 Main Types of Open Source Licenses
  • 1. MIT
  • 2. Apache
  • 3. GPL
• The BSD License Case

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# pip install google-search-results
import os, json
from serpapi import GoogleSearch
from urllib.parse import urlsplit, parse_qsl

def serpapi_scrape(query: str, website: str):
    params = {
        # https://docs.python.org/3/library/os.html#os.getenv
        "api_key": os.getenv("API_KEY"), # your serpapi API key
        "engine": "google_scholar",      # search engine

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# blog: https://serpapi.com/blog/scrape-google-scholar-papers-within-a-particular-conference-in-python/

from parsel import Selector
import requests, json, os


def check_sources(source: list or str):
    if isinstance(source, str):
        return source                                             # NIPS
    elif isinstance(source, list):

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def serpapi_get_google_images():
    image_results = []
    
    for query in ["Coffee", "boat", "skyrim", "minecraft"]:
    
        # search query parameters
        params = {
            "engine": "google",               # search engine. Google, Bing, Yahoo, Naver, Baidu...
            "q": query,                       # search query
            "tbm": "isch",                    # image results