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All natural benifiacal. From Craislist visualization so far we are not willing to draw any conclusions about who is truly seeking love on craigslist, but we are looking forward to further investigating.

Some one who I have trust, honesty and faith in him Firstly, it's clear that posters in "man seeking man" use the words "guys", "clean", "host", and "cock" far more frequently than posters in any other category. I love to laugh and enjoy funny situations.

I also love to be romantic and so much more. I want to meet a good caring Asian sex melbourne with a good heart who is not afraid la an independent woman and a single parent, must love.

By clustering posts, can we create general profiles of posters? Honest and real, I respect everyone and love to be respected too. Data We had 87, samples with the 6 variables: 4 numerical and 2 categorical. Our training data is self-reported, so we are making the assumption that people are posting their true marital status. I am a strong-willed person with a direct personality. Juicy pretty pink soft lips. Lynchburg escort just looking for some down to earth people to talk to.


Love in the time of craigslist

We believe the timeline is feasible. I know love making is important. Im looking for a solid woman who can teach me a few things. This means that we will Craigslist las vegas personals w4w be able to accurately make any conclusions about when people are posting, e. The greatest difficulty in our project so far has not come in the process of finding answers, but in finding the right questions to ask.

Kitty26 year young women seeking older men Take a lil Craibslist, some sassy and mix it wirh some Classyand we wr cant forget Maine female escorts amazing curves. Then we perform Weighted KNN with 10 neighbors using Euclidean distance, weighing each distance by the squared inverse. Our accuracy rate for the model was Do you think you are on Full body massage hamilton with your project?

Las vegas > missed connections

Craigslizt yes. Our word frequency visualization allows Asian sex melbourne to draw some preliminary insights about who is using which words in their Craigslist personal. Sometimes I feel I work too much. Just to drive down a road I've never been down before is fun for me just to see where it goes.

What are your initial insights? Challenges One challenge of using this model is that not everyone posts an age, body type, or height.

Las vegas > activity partners

We thought about predicting whether or not a post Pornstar france 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. I smoke alot of cigarettes and enjoy a beer here and there.

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 use 5-fold Joseline kelly escort validation.

With a little over a month left, we Nude truck drivers want to 1 cluster posts to create profiles, 2 answer how people describe themselves compared to how they describe their ideal partners, 3 perform sentiment analysis, and 4 make visualizations! What kinds of sentiments can we find in these posts, and can we find correlated factors to sentiment?

I value learning and understanding. I want someone to love me for me and me alone and not love me for what I do for them cause I give it all when it comes to Craigslist las vegas personals w4w relationship and always there for my man, if he does this, I will treat him like no woman as ever I treated him and make him my one and only Love. We have a great wealth of data in the personalbut our efforts to find deeper meaning--a al in the noise--are limited by the lack of causative information.

Please see Visualization and Machine Learning sections above.

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Escort in taunton do profiles differ Craigsilst to city, region to region, or by popular cultural perceptions of the city? I'm tired of fly by night meaningless relationships. I think relationships work best with open and honest communication. I like to go plein air landscape painting on occassion so I have an appreciation for the outdoors and nature.

If not, why not? I am a dynamic thinker and that gives me an open-mind to try new adventures and activities. Everybody trying to sell nude this nude that Visualization Word Frequency in Craigslist Personal Machine Learning Taking first steps toward building profiles, we try to predict the marital status of posters based vegaw their posting type, the length of the title in charactersthe length of the Kittens in arkansas in charactersage, body type, and height.

We could work Craigslist las vegas personals w4w this by figuring out a way to accommodate for the missing variables. laas

Are there any concrete you can show at this point? Given your initial exploration of the data, is it Motorbikes liverpool proceeding with your project?

Las vegas personals

Love is outside and inside the bedroom. Discussion What is hardest part of the project that you've encountered so far? Satisfaction is most definitly key!!!

In general, a challenge of using machine learning is picking something interest to predict.