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quantconnect--lean/Algorithm.Python/AltData/QuiverWallStreetBetsDataAlgorithm.py
James Kardatzke 46ef9a9dbb Quiver Quantitative Integration (#4869)
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* Addresses self review: Cleans up code and adds new unit tests

  * Adds Quiver* C# files to project
  * Adds new unit test for QuiverCongress
  * Adds Python algorithm example

* Address self reviews

- Adding some missing xml docs
- Removing unrequired imports.
- Minor rename from Date to ReportDate
- Live trading will throw InvalidOperationException

* Fixes for example algorithms

Co-authored-by: Gerardo Salazar <gsalaz9800@gmail.com>
Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
2020-11-13 20:07:17 -03:00

51 lines
2.1 KiB
Python

# QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
# Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from clr import AddReference
AddReference("System")
AddReference("QuantConnect.Algorithm")
AddReference("QuantConnect.Common")
from System import *
from QuantConnect import *
from QuantConnect.Algorithm import *
from QuantConnect.Data import *
from QuantConnect.Data.Custom.Quiver import *
### <summary>
### Quiver Quantitative is a provider of alternative data.
### This algorithm shows how to consume the 'QuiverWallStreetBets'
### </summary>
class QuiverWallStreetBetsDataAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2019, 1, 1)
self.SetEndDate(2020, 6, 1)
self.SetCash(100000)
aapl = self.AddEquity("AAPL", Resolution.Daily).Symbol
quiverWSBSymbol = self.AddData(QuiverWallStreetBets, aapl).Symbol
history = self.History(QuiverWallStreetBets, quiverWSBSymbol, 60, Resolution.Daily)
self.Debug(f"We got {len(history)} items from our history request");
def OnData(self, data):
points = data.Get(QuiverWallStreetBets)
for point in points.Values:
# Go long in the stock if it was mentioned more than 5 times in the WallStreetBets daily discussion
if point.Mentions > 5:
self.SetHoldings(point.Symbol.Underlying, 1)
# Go short in the stock if it was mentioned less than 5 times in the WallStreetBets daily discussion
if point.Mentions < 5:
self.SetHoldings(point.Symbol.Underlying, -1)