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A system that predicts crude oil price based on GDELT dataset

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src/main/scala		src/main/scala
Crude-Oil-Predictor-Presentation.pdf		Crude-Oil-Predictor-Presentation.pdf
Crude-Oil-Predictor-Report.pdf		Crude-Oil-Predictor-Report.pdf
README.md		README.md
build.sbt		build.sbt

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Crude Oil Predictor

A system that predicts crude oil price based on GDELT dataset

Dataset

GDELT events dataset
WTI crude oil price dataset

Details

used Google BigQuery to filter out useful data from GDELT
used HDFS to store datasets
utilized Spark to read and pre-process the dataset
applied Spark-ML to train a linear regression model
assessd the accuracy with R square and RMSE

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A system that predicts crude oil price based on GDELT dataset

scala spark linear-regression gdelt-events

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Scala 100.0%