From a1556097c7d78135dc4f528f8a4a0b4a978e7e3c Mon Sep 17 00:00:00 2001
From: Ryan Missel <rxm7244@rit.edu>
Date: Sat, 30 Mar 2019 19:55:37 -0400
Subject: [PATCH] add dataplot simple, hypotheses

---
 findings/data_plot.py              | 13 +++++++++++++
 hypotheses_modeling/hypotheses.txt | 22 ++++++++++++++++++++++
 2 files changed, 35 insertions(+)
 create mode 100644 findings/data_plot.py
 create mode 100644 hypotheses_modeling/hypotheses.txt

diff --git a/findings/data_plot.py b/findings/data_plot.py
new file mode 100644
index 0000000..af9fb25
--- /dev/null
+++ b/findings/data_plot.py
@@ -0,0 +1,13 @@
+from matplotlib import pyplot as plt
+import pandas as pd
+
+
+def plot_xy(x, y):
+    plt.scatter(x, y)
+    plt.xlabel(x.name)
+    plt.ylabel(y.name)
+    plt.show()
+
+
+wellness = pd.read_csv('../data_preparation/data/wellness.csv')
+plot_xy(wellness['Fatigue'], wellness['SleepHours'])
diff --git a/hypotheses_modeling/hypotheses.txt b/hypotheses_modeling/hypotheses.txt
new file mode 100644
index 0000000..ed54461
--- /dev/null
+++ b/hypotheses_modeling/hypotheses.txt
@@ -0,0 +1,22 @@
+Team:
+    1.
+    x - normFatigue, TimeSince
+    y - normSoreness
+    r2 - 0.16830803694995466
+
+    2.
+    x - normFatigue, TimeSince
+    y - normDesire
+    r2 - 0.1722466278587138
+
+    3.
+    x - normFatigue, TimeSince
+    y - normIrritability
+    r2 - 0.09563459728506452
+
+    4.
+    x - normSleepHours, TimeSince
+    y - normSleepQualiyt
+    r2 - 0.09717095676693188
+
+    5.
\ No newline at end of file