def make_pipeline():
sentiment_score = SimpleMovingAverage(inputs=[stocktwits.bull_minus_bear],
window_length=3,
mask=QTradableStocksUS())
return Pipeline(columns={
'sentiment_score': sentiment_score,
},
screen=sentiment_score.notnull())
