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List of Horror Movies with various attributes from IMDB
Before getting started
Source of Data :
This data comes from IMDB & includes horror movies with their various attributes like budget, user rating etc.
Read more about data set here
Based on structure of data, seeking to get answers for below based on dataset:
1. Do higher budget horror movies better rated ?– refer plot 1
2. Are horror movies in general have lower rating ? – refer plot 2
3. Have horror movies gotten better & lengthier over time ?– refer plot 3
4. Which words appear most often in Horror movies plots ? – refer plot 4
Lets get started
- Viewing raw Sample Data
The data is uncleaned with many values as NA, need to preprocess before moving to next step
Cleaning the data
Data Exploration Section
Figure 1: No relation ship between Budget & ratings
Figure 2: Ratings are generally Normally distributed
Figure 3: Yes! Horror movies gotten better over years & have they gotten shorter in length
Figure 4: Words that occur most often in horror movie plot
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