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We use 5-fold cross validation. What are your initial insights? It may be that the term "host" indicates that the poster is looking for an immediate hook-up, such as "I can host you at my place. We believe the timeline is feasible.

The law amends Section of the Communications Decency Act—which protects online platforms from liability for third-party content—in other words, it gives Twitter and Facebook immunity for your tweets and status updates. I wish I had offered to cook you breakfast.

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It does not contain enough information. Our training data is self-reported, so we are making the assumption that people are posting their true marital status. Everything worked crxigslist If not, why not?

Please see Visualization and Machine Learning sections above. You hesitated to acknowledge me, so I said "hello" again, then you waved back. Thank you so much. It is offensive or harmful.

I am way to shy to say hi to any of you! I was going crazy trying to figure this out!


In general, a challenge of using machine learning is picking something interest to predict. It worked! They are following closely by male posters seeking women. If you actually read this and reply I will craigs,ist it in wonderment.

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That is, what we would have loved to have and what was entirely absent from our data by the confidential nature of Craigslist, is information on resulting interactions from each posting. We thought about predicting whether or not craaigslist post intends to look for a relationship based on the title and text, but hand-classifying training data is largely tedious, and more importantly has a degree of unreliability since intentions are often ambiguous or cannot be ascertained from the post even by a human.

Given your initial exploration of the data, is it worth proceeding with your project? You might be in Boise Missed Connections! Challenges One challenge of using this model is that not everyone posts an age, body type, or height. Thank you!

Do you think you are on track with your project? Finally, someone who knows what they're talking about.

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We could work around this by figuring out a way to accommodate for the missing variables. We are still craigslust blocked by Craigslist servers occasionally, so the posts we have collected are not consistent over time.

By clustering posts, can we create general profiles of posters? Looking for that carigslist lost love from the other night? If not, what parts do you need to dedicate more time to?

Love in the time of craigslist

Visualization Word Frequency in Craigslist Personal Machine Learning Taking first steps toward building profiles, we try to predict the marital status of posters xraigslist on their posting type, the length of the title in charactersthe length of the text in charactersage, body type, and height. It was nice to see all the beautiful people shapes and sizes!

Discussion What is hardest part craigelist the project that you've encountered so far? I followed your instructions. What words do they use to describe themselves, and how does this compare to words used to describe ideal partners?

Going forward, what are the current biggest problems you're facing? Any tool or service can be misused. Our accuracy rate for the model was Trying to connect with a long lost love? When we went to the bathroom, you made your exit.

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Advertisement On Thursday, Craigslist began serving visitors to all of its seven different personals sections with a notice announcing the closure. I was going crazy! What are the outliers in this case? I thought of asking if I could make you breakfast but I did not get a good look at you.

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My friend and I crqigslist downtown celebrating her bachelorette party, and you decided to take advantage of both of us. I could not tell if you were homeless or attractive. When we walked back my dog woke you up and I pulled him away from you.