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documented findings

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PerryXDeng 5 years ago
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commit
3ef4e58e42
3 changed files with 354 additions and 1 deletions
  1. +4
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      findings/r2correlation.txt
  2. +350
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      hypotheses_modeling/slidingWorkAverageSevenDay.csv
  3. +0
    -1
      hypotheses_modeling/team_regressions.py

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findings/r2correlation.txt View File

@ -0,0 +1,4 @@
Document Linear Relationship
7 day moving average team workload - normalized team fatigue: 0.0006
21 day moving average team workload - normalized team fatigue: 0.0024

+ 350
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hypotheses_modeling/slidingWorkAverageSevenDay.csv View File

@ -0,0 +1,350 @@
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hypotheses_modeling/team_regressions.py View File

@ -32,7 +32,6 @@ def k_days_into_future_regression(X, y, k, n0):
def main(): def main():
fatigueSums = pd.read_csv("fatigue_total_sum.csv") fatigueSums = pd.read_csv("fatigue_total_sum.csv")
workMovingAverage21 = pd.read_csv("21DaySlidingWorkAverage.csv", index_col=0) workMovingAverage21 = pd.read_csv("21DaySlidingWorkAverage.csv", index_col=0)
performance = pd.read_csv("time_series_days_ranked.csv", index_col=0)
print(k_days_into_future_regression(workMovingAverage21, fatigueSums, 0, 21)) print(k_days_into_future_regression(workMovingAverage21, fatigueSums, 0, 21))

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