Dallas Craigslist Trucks By Owner – This post is part of Craigslist Data Science and Data Tracking available here. In Section 2.1, I showed how to remove car ads from Craigslist for the 15 largest US cities using Python and Bon Soup. In this post I will see how to upload images that come with each post as shown below.
There are many ways to do it, but my work is as follows. I removed 34,000 car ads and saved
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. I then created a separate script to get the images based only on that text ID, which was more efficient than sending the data along with the images.
Does This Seem Good?
Well, let’s look at the actual code. The Jupyter notebook is posted on my GitHub if you want to follow along.
Next, we read a csv file containing links to all available pages for the 15 cities in our database. There are a total of 318 pages in cities like Chicago, Dallas, New York and more.
Now we’re going to scroll through that list and for each car on each page, we’re going to look for the included links. First, create a list that you will use to store the dictionary. Then use it
. So go ahead and grab this post. It is indicated by arrow 1 in the image above.
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The data stored in the data-ids variable is the ID of each image on that drive. We help
. See arrow 3 above. This should give you all the links to the images stored in the dictionary (postID: imgLinks).
We saved the list of dictionaries in a JSON file. We can go back in time to download real images. To do this, we simply loop through the list and for each dictionary value, we first create a directory with the same name as the dictionary key.
. If the request returns a status code of 200, then the image is available, so go ahead and save the local folder we created and call it postID+=1.
Brush Guard Compatibility
Repeat this step for all dictionaries and you will see all deleted images. Then we can match the images behind the extracted machine data stored in the table using postID. This will be useful when doing a machine learning project like image recognition because we can match labels and numbers etc.
As a side note, Craigslist servers will block you after about 30,000 views or 12 hours, even after using the delay filter time. So plan and expect to do it in a few days if you have more than 30,000 images. Also use error handling when writing code because unexpected things will happen.
Usability Studies | Father’s knowledge. I write about Python, Java, Data Science and Big Data in general. linkedin.com/in/ronaldwahome Don’t leave a car hit alone. Save this search to receive notifications when vehicles are added.
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