Cleaning and formatting is done for gender, name and age with this complete we can start looking at some results.
- The AI processed 23,972 English ads which grouped into 8,578 different events. From these events the AI detected 9,254 unique runaways.
- As we saw in the sample data the runaways were mostly male (83.9%).
- Average age is 26.3. Average Male is 26.6, Female 25.2.
- Here is an updated runaway chart by minimum event publication date but now it accounts for the number of unique runaways per year not just unique events or ads as we looked at before.
- Top ten most popular female names.
- Top ten most popular male names.
We now have a complete end to end process for the above features on runaway ads with more features coming soon! I’ll continue building the cleaning and formatting functions for all of our features, I am now working on skin tone and height. I am also optimizing the model’s parameters and training data to further improve accuracy.
Let me know if you have any thoughts or questions.
Thanks,
Eric Anderson, CFA
Quantitative Analyst
Skylar Capital Energy Global Master Fund LP
(713) 341-7985 work
(281) 606-9371 cell