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9 files changed, 471 insertions, 0 deletions

diff --git a/python/atms-310/homework/hw3/color.txt b/python/atms-310/homework/hw3/color.txt
new file mode 100755
index 0000000..282966c
--- /dev/null
+++ b/python/atms-310/homework/hw3/color.txt
@@ -0,0 +1,344 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+	<key>Ansi 0 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.0</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.0</real>
+		<key>Red Component</key>
+		<real>0.0</real>
+	</dict>
+	<key>Ansi 1 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.0</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.0</real>
+		<key>Red Component</key>
+		<real>0.66666668653488159</real>
+	</dict>
+	<key>Ansi 10 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.3333333432674408</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>1</real>
+		<key>Red Component</key>
+		<real>0.3333333432674408</real>
+	</dict>
+	<key>Ansi 11 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.3333333432674408</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>1</real>
+		<key>Red Component</key>
+		<real>1</real>
+	</dict>
+	<key>Ansi 12 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.3333333432674408</real>
+		<key>Red Component</key>
+		<real>0.3333333432674408</real>
+	</dict>
+	<key>Ansi 13 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.3333333432674408</real>
+		<key>Red Component</key>
+		<real>1</real>
+	</dict>
+	<key>Ansi 14 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>1</real>
+		<key>Red Component</key>
+		<real>0.3333333432674408</real>
+	</dict>
+	<key>Ansi 15 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>1</real>
+		<key>Red Component</key>
+		<real>0.99999600648880005</real>
+	</dict>
+	<key>Ansi 2 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.0</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.66666668653488159</real>
+		<key>Red Component</key>
+		<real>0.0</real>
+	</dict>
+	<key>Ansi 3 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.0</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.3333333432674408</real>
+		<key>Red Component</key>
+		<real>0.66666668653488159</real>
+	</dict>
+	<key>Ansi 4 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.66666668653488159</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.0</real>
+		<key>Red Component</key>
+		<real>0.0</real>
+	</dict>
+	<key>Ansi 5 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.66666668653488159</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.0</real>
+		<key>Red Component</key>
+		<real>0.66666668653488159</real>
+	</dict>
+	<key>Ansi 6 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.66666668653488159</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.66666668653488159</real>
+		<key>Red Component</key>
+		<real>0.0</real>
+	</dict>
+	<key>Ansi 7 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.66666668653488159</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.66666668653488159</real>
+		<key>Red Component</key>
+		<real>0.66666668653488159</real>
+	</dict>
+	<key>Ansi 8 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.3333333432674408</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.3333333432674408</real>
+		<key>Red Component</key>
+		<real>0.3333333432674408</real>
+	</dict>
+	<key>Ansi 9 Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.3333333432674408</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.3333333432674408</real>
+		<key>Red Component</key>
+		<real>1</real>
+	</dict>
+	<key>Background Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.0</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.0</real>
+		<key>Red Component</key>
+		<real>0.0</real>
+	</dict>
+	<key>Badge Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>0.5</real>
+		<key>Blue Component</key>
+		<real>0.0</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.1491314172744751</real>
+		<key>Red Component</key>
+		<real>1</real>
+	</dict>
+	<key>Bold Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>1</real>
+		<key>Red Component</key>
+		<real>0.99999600648880005</real>
+	</dict>
+	<key>Cursor Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.72337132692337036</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.72338062524795532</real>
+		<key>Red Component</key>
+		<real>0.72336345911026001</real>
+	</dict>
+	<key>Cursor Guide Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>0.25</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.9268307089805603</real>
+		<key>Red Component</key>
+		<real>0.70213186740875244</real>
+	</dict>
+	<key>Cursor Text Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>1</real>
+		<key>Red Component</key>
+		<real>0.99999600648880005</real>
+	</dict>
+	<key>Foreground Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.66666668653488159</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.66666668653488159</real>
+		<key>Red Component</key>
+		<real>0.66666668653488159</real>
+	</dict>
+	<key>Link Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.3333333432674408</real>
+		<key>Red Component</key>
+		<real>0.3333333432674408</real>
+	</dict>
+	<key>Selected Text Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>0.0</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.0</real>
+		<key>Red Component</key>
+		<real>0.0</real>
+	</dict>
+	<key>Selection Color</key>
+	<dict>
+		<key>Alpha Component</key>
+		<real>1</real>
+		<key>Blue Component</key>
+		<real>1</real>
+		<key>Color Space</key>
+		<string>sRGB</string>
+		<key>Green Component</key>
+		<real>0.86970102787017822</real>
+		<key>Red Component</key>
+		<real>0.75813239812850952</real>
+	</dict>
+</dict>
+</plist>
diff --git a/python/atms-310/homework/hw3/homework3.py b/python/atms-310/homework/hw3/homework3.py
new file mode 100755
index 0000000..31db6de
--- /dev/null
+++ b/python/atms-310/homework/hw3/homework3.py
@@ -0,0 +1,53 @@
+import numpy as np
+import scipy.stats as s
+import glob as glob # glob
+import pandas as pd
+
+filelist = glob.glob("hw3_*.txt")
+filelist.sort()
+
+def read(file):
+    fileobj = open(file, "r")
+    outputstr = fileobj.readlines()
+    fileobj.close()
+    outputarray = np.zeros(len(outputstr))
+    for i in np.arange(len(outputstr)):
+        outputarray[i] = float(outputstr[i]) 
+    return outputarray
+
+# parameters = ["mean", "median", "std", "iqr", "skew", "kurtosis"]
+
+# for i in range(len(filelist)):
+#     print(filelist[i])
+#    for n, param in enumerate(parameters):
+#        np_function = getattr(np, param)
+#        result = np_function(read(filelist[n]))
+#       print(result)
+
+for n in range(len(filelist)):
+    print(filelist[n])
+    mean = np.mean(read(filelist[n]))
+    print("mean: " + str(mean))
+    median = np.median(read(filelist[n]))
+    print("median: " + str(median))
+    stddev = np.std(read(filelist[n]))
+    print("stddev: " + str(stddev))
+    iqr = s.iqr(read(filelist[n]))
+    print("iqr: " + str(iqr))
+    skew = s.skew(read(filelist[n]))
+    print("skew: " + str(skew))
+    kurtosis = s.kurtosis(read(filelist[n]))
+    print("kurtosis: " + str(kurtosis)+"\n")
+
+# the mean and median are similar for all files, indicating solid, outlier free data. 
+# standard deviation is quite high for everything except wind shear, indicating either \
+# inconsistent readings for everything but wind shear, or more likely, smaller units and \
+# higher rates of change.
+# the difference between shr1's iqr and stddev is larger than that of shr2's (shr2's is \
+# quite close to its stddev), possibility of one minor outlier
+# none of the data is very skewed, the largest (absolute value) being 0.54896, and \
+# all of the data has negative kurtosis, meaning when distibuted, it will have a shallower \
+# peak than the bell curve (e^x^2)
+# the february and may datasets are similar in that their wind shears are similar, though \
+# mays is still larger. they are different in that mays SRH and CAPE are both much higher, \
+# so mays tornadoes are much stronger.
diff --git a/python/atms-310/homework/hw3/hw3.py b/python/atms-310/homework/hw3/hw3.py
new file mode 100755
index 0000000..981bb05
--- /dev/null
+++ b/python/atms-310/homework/hw3/hw3.py
@@ -0,0 +1,17 @@
+import numpy as np
+import scipy.stats as s
+import glob as glob
+
+calc = {"mean":np.std, "median":np.median, "std":np.std, "iqr":s.iqr,\
+        "skew":s.skew, "kurtosis":s.kurtosis}
+
+print(calc["kurtosis"])
+def read(file):
+    fileobj = open(file, "r")
+    outputstr = fileobj.readlines()
+    fileobj.close()
+    outputarray = np.zeros(len(outputstr))
+    for i in np.arange(len(outputstr)):
+        outputarray[i] = float(outputstr[i]) 
+    return outputarray
+
diff --git a/python/atms-310/homework/hw3/hw3_01srh1.txt b/python/atms-310/homework/hw3/hw3_01srh1.txt
new file mode 100755
index 0000000..aba7c93
--- /dev/null
+++ b/python/atms-310/homework/hw3/hw3_01srh1.txt
@@ -0,0 +1,9 @@
+2.5

+140.01

+127.19

+116.8

+211.31

+115.35

+220.38

+250.54

+248.61
\ No newline at end of file
diff --git a/python/atms-310/homework/hw3/hw3_01srh2.txt b/python/atms-310/homework/hw3/hw3_01srh2.txt
new file mode 100755
index 0000000..167d2b9
--- /dev/null
+++ b/python/atms-310/homework/hw3/hw3_01srh2.txt
@@ -0,0 +1,10 @@
+383.79

+364.37

+364.37

+517.94

+517.94

+630.18

+240.08

+203.42

+184.33

+211.19
\ No newline at end of file
diff --git a/python/atms-310/homework/hw3/hw3_06shr1.txt b/python/atms-310/homework/hw3/hw3_06shr1.txt
new file mode 100755
index 0000000..557c5f6
--- /dev/null
+++ b/python/atms-310/homework/hw3/hw3_06shr1.txt
@@ -0,0 +1,9 @@
+67.4134

+63.5197

+61.7

+55.6912

+56.6491

+48.4201

+46.6137

+41.388

+43.7989
\ No newline at end of file
diff --git a/python/atms-310/homework/hw3/hw3_06shr2.txt b/python/atms-310/homework/hw3/hw3_06shr2.txt
new file mode 100755
index 0000000..6c2578d
--- /dev/null
+++ b/python/atms-310/homework/hw3/hw3_06shr2.txt
@@ -0,0 +1,10 @@
+62.3392

+60.4778

+60.4778

+68.9632

+68.9632

+72.1033

+63.5346

+63.4428

+63.272

+52.7143
\ No newline at end of file
diff --git a/python/atms-310/homework/hw3/hw3_mlcape1.txt b/python/atms-310/homework/hw3/hw3_mlcape1.txt
new file mode 100755
index 0000000..dee447b
--- /dev/null
+++ b/python/atms-310/homework/hw3/hw3_mlcape1.txt
@@ -0,0 +1,9 @@
+205.47

+656.44

+691.44

+446.69

+448.34

+1069.41

+808.91

+983

+307.58
\ No newline at end of file
diff --git a/python/atms-310/homework/hw3/hw3_mlcape2.txt b/python/atms-310/homework/hw3/hw3_mlcape2.txt
new file mode 100755
index 0000000..97e3042
--- /dev/null
+++ b/python/atms-310/homework/hw3/hw3_mlcape2.txt
@@ -0,0 +1,10 @@
+3167.88

+2844.88

+2844.88

+2146.88

+2146.88

+1820.75

+741.62

+1042.75

+810.12

+1314.88
\ No newline at end of file