LIVE = True
def parse(items, threshold):
for item in items:
if item['sentiment'][0] > 0:
item['type'] = 'buy'
item['confidence'] = item['sentiment'][0] * 100
if item['sentiment'][0] < 0:
item['type'] = 'sell'
item['confidence'] = item['sentiment'][0] * -100
if item['sentiment'][0] == 0:
item['confidence'] = 0
print(item['timestamp'],item['source'],item['type'],item['confidence'],item['description'])
if item['confidence'] > threshold:
print('POSTED')
#print(item['timestamp'],item['source'],item['type'],item['confidence'],item['description'])
if LIVE:
events.post(**item)
if __name__ == '__main__':
print('Parsing USA Today')
parse(events.usa_today('jobs','2015-01-01','2015-04-02'),60)
print('Parsing Xignite')
parse(events.xignite('1/1/2015','4/2/2015'),60)
import events
from pprint import pprint
from pattern.en import sentiment, positive
LIVE = False
def parse(items, threshold):
for item in items:
if item['sentiment'][0] > 0:
item['type'] = 'buy'
item['confidence'] = item['sentiment'][0] * 100
if item['sentiment'][0] < 0:
item['type'] = 'sell'
item['confidence'] = item['sentiment'][0] * -100
if item['sentiment'][0] == 0:
item['confidence'] = 0
print(item['timestamp'],item['source'],item['type'],item['confidence'],item['description'])
if item['confidence'] > threshold:
print('POSTED')
#print(item['timestamp'],item['source'],item['type'],item['confidence'],item['description'])
if LIVE:
events.post(**item)
if __name__ == '__main__':
#print(parse(events.usa_today('jobs','2015-01-01','2015-04-02'),20))
print(parse(events.xignite('1/1/2015','4/2/2015'),20))
LIVE = False
def parse(items, threshold):
for item in items:
if item['sentiment'][0] > 0:
item['type'] = 'buy'
item['confidence'] = item['sentiment'][0] * 100
if item['sentiment'][0] < 0:
item['type'] = 'sell'
item['confidence'] = item['sentiment'][0] * -100
if item['sentiment'][0] == 0:
item['confidence'] = 0
print(item['timestamp'], item['source'], item['type'],
item['confidence'], item['description'])
if item['confidence'] > threshold:
print('POSTED')
#print(item['timestamp'],item['source'],item['type'],item['confidence'],item['description'])
if LIVE:
events.post(**item)
if __name__ == '__main__':
#print(parse(events.usa_today('jobs','2015-01-01','2015-04-02'),20))
print(parse(events.xignite('1/1/2015', '4/2/2015'), 20))
