William Zhou weizhou2273

## launch_ec2.sh
ssh -i "keyname.pem" ubuntu@ec2-XX-XX-XXX-XXX.us-east-X.compute.amazonaws.com

## chmod_key_pem.sh
chmod 600 keyname.pem

## data_producer.py
import tweepy
from tweepy import Stream
from tweepy.streaming import StreamListener
import time
import numpy as np
import pandas as pd
from google.cloud import language
import json
import boto3
import os

## test.sh
chmod 600 ~/.ssh/keyname.pem

## help.py

def get_bestMatch(myCV):
    import numpy as np
    import pandas as pd

# 	/Users/williamzhou/Desktop/job_recommendation
    gds = pd.read_json('./gds_clean.json',
                       orient='records')

    def Jaccard(x, y):

## feature_selection.py
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
%matplotlib inline
from sklearn import model_selection, preprocessing
import xgboost as xgb
import datetime

# read raw data
	import tweepy
	from tweepy import Stream
	from tweepy.streaming import StreamListener
	import time
	import numpy as np
	import pandas as pd
	from google.cloud import language
	import json
	import boto3
	import os

	def get_bestMatch(myCV):
	import numpy as np
	import pandas as pd

	# /Users/williamzhou/Desktop/job_recommendation
	gds = pd.read_json('./gds_clean.json',
	orient='records')

	def Jaccard(x, y):
	import numpy as np
	import pandas as pd
	import matplotlib.pyplot as plt
	import seaborn as sns
	%matplotlib inline
	from sklearn import model_selection, preprocessing
	import xgboost as xgb
	import datetime

	# read raw data