Add files via upload

Airbnb/airbnb.py

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+import requests
+from datetime import datetime, timedelta
+import pandas as pd
+from location import get_location
+from model import main_model
+
+def data_parse(location):
+    url = "https://airbnb13.p.rapidapi.com/search-location"
+    today = datetime.now().date()
+
+    # Format today's date as yyyy-mm-dd
+    formatted_today = today.strftime('%Y-%m-%d')
+
+    # Add 2 weeks to today's date
+    two_weeks_extra = today + timedelta(weeks=2)
+
+    # Format the date after adding 2 weeks as yyyy-mm-dd
+    formatted_two_weeks_extra = two_weeks_extra.strftime('%Y-%m-%d')
+
+    querystring = {"location":location,"checkin":formatted_today,"checkout":formatted_two_weeks_extra,"adults":"2","children":"0","infants":"0","pets":"0","page":"1","currency":"INR"}
+
+    headers = {
+        ##enter your api key here
+        "X-RapidAPI-Key":'' ,
+        "X-RapidAPI-Host":'' 
+    }
+
+
+
+    response = requests.get(url, headers=headers, params=querystring)
+    t=response.json()
+    h=t['headers']
+    if h['response_id']:
+        print('Data Fetched')
+    return t
+
+
+def convert_csv(data):
+    values=data["results"]
+    array=[]
+    for option in values:
+        new=[]
+        try:
+            r=option['rating']
+        except:
+            r=2.5
+        try:
+            new.append(option['url'])
+        except:
+            new.append('No URL Available')
+        try:
+            new.append(option['deeplink'])
+        except:
+            new.append("No link available")
+        try: 
+            new.append(option['position'])
+        except:
+            new.append(0)
+        try:
+            new.append(option['name'])
+        except:
+            new.append('No name available')
+        try:
+            new.append(option['bathrooms'])
+        except:
+            new.append(0)
+        try:
+            new.append(option['bedrooms'])
+        except:
+            new.append(0)
+        try:
+            new.append(option['beds'])
+        except:
+            new.append(0)
+        try:
+            new.append(option['images'])
+        except:
+            new.append('No image avalable')
+        try:
+            loc=get_location(option['lat'], option['lng'])
+            location=[loc]
+            new.append(location)
+        except:
+            new.append('No location availble')
+        try:
+            new.append(option['persons'])
+        except:
+            new.append(1)
+        # new.append(option['rating'])
+        new.append(r)
+        new.append(option['type'])
+        new.append(option['previewAmenities'])
+        costings=option['price']
+        new.append(int(costings['total'])/14)
+        array.append(new)
+
+
+    df=pd.DataFrame(array)
+    columns_names=['url', 'link', 'position', 'name', 'bathrooms', 'bedrooms','beds', 'images', 'location', 'no_of_persons_allowed', 'rating', 'type', 'ammenities', 'price_in_rupees']
+    df.columns=columns_names
+    with open("content.txt", 'w') as file:
+        file.write(str(df))
+    return df
+
+if __name__=="__main__":
+    city=input("Enter the city to explore ")
+    # date=str(input("Enter the date of arrival in yyyy-mm-dd "))
+    # stay_period=int(input("No of days you want to stay "))
+    data=data_parse(city)
+    modified_data=convert_csv(data)
+    main_model(modified_data)
+# print(data)

Airbnb/content.txt

@@ -0,0 +1,43 @@
+                                                 url  ... price_in_rupees
+0              https://www.airbnb.com/rooms/43808076  ...     1329.214286
+1   https://www.airbnb.com/rooms/1071561081334981451  ...     1765.571429
+2    https://www.airbnb.com/rooms/685122089704721378  ...     1930.571429
+3    https://www.airbnb.com/rooms/875017321059559852  ...     1854.857143
+4    https://www.airbnb.com/rooms/950492274215534501  ...     1409.214286
+5    https://www.airbnb.com/rooms/820713392508700078  ...     2756.571429
+6    https://www.airbnb.com/rooms/877524107867346429  ...     2753.071429
+7              https://www.airbnb.com/rooms/46860357  ...     1310.428571
+8              https://www.airbnb.com/rooms/30300931  ...     4046.857143
+9    https://www.airbnb.com/rooms/753202607734629206  ...     3138.785714
+10             https://www.airbnb.com/rooms/46806787  ...     2090.714286
+11  https://www.airbnb.com/rooms/1086007621463359203  ...     2211.714286
+12  https://www.airbnb.com/rooms/1024464266230385449  ...     2773.785714
+13   https://www.airbnb.com/rooms/646177131671993427  ...     3136.000000
+14   https://www.airbnb.com/rooms/701046475355640691  ...     2956.428571
+15  https://www.airbnb.com/rooms/1125721477299318510  ...     2272.000000
+16   https://www.airbnb.com/rooms/838058378099542611  ...     2145.785714
+17   https://www.airbnb.com/rooms/910132291975354672  ...     3683.357143
+18   https://www.airbnb.com/rooms/929268613305037760  ...     2239.142857
+19   https://www.airbnb.com/rooms/765013693234574079  ...     3131.214286
+20   https://www.airbnb.com/rooms/702467172768452858  ...     2916.500000
+21             https://www.airbnb.com/rooms/31110618  ...     1329.214286
+22             https://www.airbnb.com/rooms/54321361  ...     1360.785714
+23  https://www.airbnb.com/rooms/1085966060486502774  ...     2211.714286
+24   https://www.airbnb.com/rooms/595267110809242119  ...     2819.571429
+25  https://www.airbnb.com/rooms/1024520370492574679  ...     2773.785714
+26   https://www.airbnb.com/rooms/950501857031794752  ...     1432.142857
+27  https://www.airbnb.com/rooms/1096815922979532740  ...     2085.285714
+28  https://www.airbnb.com/rooms/1127830853582407942  ...     3982.500000
+29  https://www.airbnb.com/rooms/1071621663125894904  ...     1608.857143
+30   https://www.airbnb.com/rooms/988232548011031670  ...     1697.357143
+31             https://www.airbnb.com/rooms/54169925  ...     2090.785714
+32   https://www.airbnb.com/rooms/654813497648401928  ...     2016.000000
+33  https://www.airbnb.com/rooms/1011979815750155572  ...     1622.928571
+34             https://www.airbnb.com/rooms/45820565  ...     1904.000000
+35  https://www.airbnb.com/rooms/1081902748211422002  ...     1449.714286
+36             https://www.airbnb.com/rooms/47332070  ...     2060.785714
+37   https://www.airbnb.com/rooms/728159173582211488  ...     2325.571429
+38             https://www.airbnb.com/rooms/46931902  ...     2097.571429
+39             https://www.airbnb.com/rooms/52761188  ...     2045.357143
+
+[40 rows x 14 columns]

Airbnb/data_collect.py

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+from selenium import webdriver
+from selenium.webdriver.common.keys import Keys
+from selenium.webdriver.chrome.service import Service
+from bs4 import BeautifulSoup
+import time
+
+# Function to extract details using BeautifulSoup
+def extract_details(html_content):
+    soup = BeautifulSoup(html_content, 'html.parser')
+    # Modify this part according to the structure of the website to extract the required details
+    details = soup.find_all('div', class_='m-srp-card__desc flex__item')
+    for detail in details:
+        print(detail.text.strip())
+    print("Total {} details found.".format(len(details)))
+
+# Configure Chrome options
+chrome_options = webdriver.ChromeOptions()
+
+# Path to your ChromeDriver executable
+# chrome_driver_path = "C:/Users/colle/OneDrive/Desktop/Internship/Nuevera/Various_models/chromedriver/chromedriver.exe"
+
+driver = webdriver.Chrome(options=chrome_options)
+
+# Open the Magicbricks website
+city='bengaluru'
+driver.get(f"https://www.magicbricks.com/property-for-sale/residential-real-estate?bedroom=2,3&proptype=Multistorey-Apartment,Builder-Floor-Apartment,Penthouse,Studio-Apartment,Residential-House,Villa&cityName=${city}")
+
+# Wait for the website to load
+# time.sleep(5)  # Adjust the waiting time according to the website's loading speed
+
+# Find the search box and enter the city details
+# clear_box = driver.find_element("xpath", '//*[@class="mb-search__tag-t"]')
+# clear_box.send_keys('')
+# search_box = driver.find_element("xpath", '//*[@class="mb-search__input"]')
+# search_box.send_keys("Bengaluru")  # Replace "Enter City Name" with the desired city name
+# search_box.send_keys(Keys.RETURN)
+# Wait for the search results to load
+time.sleep(10)  # Adjust the waiting time according to the website's loading speed
+
+page_content = driver.page_source
+
+# Print the whole content
+print(page_content)
+
+# Get the HTML content of the page
+# html_content = driver.page_source
+
+# # Extract details using BeautifulSoup
+# extract_details(html_content)
+
+# Close the WebDriver session
+driver.quit()