예제 #1
0
파일: 11.py 프로젝트: jakehemmerle/STAT2037
import sys

# allows import of project files (idk how else to do this)
sys.path.insert(1, '..')
from utils.webassign import array_from_shitstring
from stats import mean, deviation_from_mean, variance, standard_deviation

youngs_mod = array_from_shitstring(" 116.6 115.8 114.9 115.3 115.6 ")
youngs_mod.sort()
print("Young's Mod: {}".format(youngs_mod))

sample_mean = mean(youngs_mod)
print("Young's Mod (mean): {}".format(sample_mean))

print("Deviation from mean:")
deviation_list = deviation_from_mean(youngs_mod)
for data_point, deviation in zip(youngs_mod, deviation_list):
    print("Sample: {0}, deviation from mean: {1}".format(
        data_point, deviation))

my_variance = variance(youngs_mod)
print("Sample variance: {}".format(my_variance))
print("Standard deviation: {}".format(standard_deviation(youngs_mod)))
예제 #2
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import sys

sys.path.insert(1, '..')
from utils.webassign import array_from_shitstring

particles_shit = "0	    1	    2	    3	    4	    5	    6	    7	    8	    9	    10	    11	    12	    13	    14"
freq_shit = "1 1 3 12 11 15 20 10 9 4 5 3 3 2 1"

particles = array_from_shitstring(particles_shit)
freq = array_from_shitstring(freq_shit)

together = dict(zip(particles, freq))
print(together)

at_least_5 = [value for key, value in together.items() if key >= 5]
print("Values above 5: {0}".format(at_least_5))

print("Sum: {}".format(sum(at_least_5)))

inclusive = [value for key, value in together.items() if 5 <= key <= 10]
exclusive = [value for key, value in together.items() if 5 < key < 10]
print("Between 5 and 10, inclusive: {}".format(sum(inclusive)))
print("Between 5 and 10, exclusive: {}".format(sum(exclusive)))
예제 #3
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파일: 10.py 프로젝트: jakehemmerle/STAT2037
import sys

# allows import of project files (idk how else to do this)
sys.path.insert(1, '..')
from utils.webassign import array_from_shitstring
from stats import median
from utils.helpers import round_to_nearest_interval

actual_pressure = array_from_shitstring(
    "128.6  	137.8  	148.4  	140.0  	123.7  	132.0  	118.3  	141.5  	143.2 ")
actual_pressure.sort()
print("Actual pressure: {}".format(actual_pressure))

rounded_pressure = round_to_nearest_interval(actual_pressure, 5)
print("Rounded pressure: {0}".format(rounded_pressure))

median_rounded_pressure = median(rounded_pressure)
print("Median (rounded pressure): {0}".format(median_rounded_pressure))
예제 #4
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# setup
import sys

sys.path.insert(1, '..')
from utils.webassign import array_from_shitstring
from stats import mean, median

# string to array
urban = array_from_shitstring(
    "6.0	5.0	11.0	33.0	4.0	5.0	80.0	18.0	35.0	17.0	23.0	")
farm = array_from_shitstring(
    "4.0	12.0	10.0	7.0	9.0	8.0	3.0	20.0	3.0	9.3	21.0	9.1	2.0	1.0	0.1")
urban.sort()
farm.sort()
print("Urban: {}".format(urban))
print("Farm: {}".format(farm))

# determine sample mean for each
print("Concentration mean for urban homes (EU/mg): {}".format(mean(urban)))
print("Concentration mean for farm homes (EU/mg): {}".format(mean(farm)))

# determine sample median for each
print("Sample median for urban homes (EU/mg): {}".format(median(urban)))
print("Sample median for farm homes (EU/mg): {}".format(median(farm)))

# calculate trimmed mean by dropping first and last elements
urban.sort()
farm.sort()

# trim
urban_trimmed = urban[1:-1]
예제 #5
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This file contains some default imports and commonly used functions so that you
don't have to write lots of code over and over for each problem.
"""

# CONFIG
PROJECT_ROOT = '..'  # relative location pointing to utils/ and stats.py

# REST OF FILE
import sys

# allows import of project files (idk how else to do this)
sys.path.insert(1, PROJECT_ROOT)
from utils.webassign import array_from_shitstring
from stats import frequency, relative_frequency

keys = array_from_shitstring('1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17')
values = array_from_shitstring('740	204	127	50	33	28	19	19	6	7	6	7	4	4	5	3	3')
papers_and_freq = dict(zip(keys, values))

print(papers_and_freq)

at_least_5_papers = sum(
    [papers_and_freq[key] for key in papers_and_freq if key >= 5])
at_least_10_papers = sum(
    [papers_and_freq[key] for key in papers_and_freq if key >= 10])
more_than_10_papers = sum(
    [papers_and_freq[key] for key in papers_and_freq if key > 10])
total_values = sum([papers_and_freq[key] for key in papers_and_freq])
print("at least 5 papers: {}".format(at_least_5_papers / total_values))
print("at least 10 papers: {}".format(at_least_10_papers / total_values))
print("more than 10 papers: {}".format(more_than_10_papers / total_values))
예제 #6
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"""
This file contains some default imports and commonly used functions so that you
don't have to write lots of code over and over for each problem.
"""

# CONFIG
PROJECT_ROOT = '..'  # relative location pointing to utils/ and stats.py

# REST OF FILE
import sys

# allows import of project files (idk how else to do this)
sys.path.insert(1, PROJECT_ROOT)
from utils.webassign import array_from_shitstring
from stats import frequency, relative_frequency

data = array_from_shitstring(
    '1    1    2    3    0    1    3    2    0    5    3    3    1    3    2    4    7    0    2    3 0    4    2    1    3    1    1    3    4    1    2    3    2    2    8    4    5    1    3    1 5    0    2    3    2    1    0    6    4    2    1    6    0    3    3    3    7    1    2    3'
)  # put your data here
data.sort()
freq = frequency(data)
print("Data: {}".format(data))
print("frequency: {}".format(freq))
print("relative frequency: {}".format(relative_frequency(freq)))
예제 #7
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import sys
sys.path.insert(1, '..')
from utils.webassign import array_from_shitstring

shitstring = "5.6	7.2	7.3	6.3	8.1	6.8	7.0	7.6	6.8	6.5	7.0	6.3	7.9	9.0 8.2	8.7	7.8	9.7	7.4	7.7	9.7	7.8	7.7	11.6	11.5	11.8	10.6"

array = array_from_shitstring(shitstring)

for number in array:
    print(number)
예제 #8
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don't have to write lots of code over and over for each problem.
"""

# CONFIG
PROJECT_ROOT = '..'  # relative location pointing to utils/ and stats.py

# REST OF FILE
import sys

# allows import of project files (idk how else to do this)
sys.path.insert(1, PROJECT_ROOT)
from utils.webassign import array_from_shitstring
from stats import variance, standard_deviation

data = array_from_shitstring(
    "85  	105  	130  	160  	180  	195  	134  	145  	214  	105  	145  151  	153  	135  	87  	99  	94  	119  	129"
)  # put your data here
data.sort()
print("Oxidation induction time (min): {}".format(data))

data_variance = variance(data)
data_standard_deviation = standard_deviation(data)
print("Sample variance: {}".format(data_variance))
print("Standard deviation: {}".format(data_standard_deviation))

data_to_hours = [value / 60 for value in data]
data_variance_in_hours = variance(data_to_hours)
standard_deviation_in_hours = standard_deviation(data_to_hours)
print("Sample variance (hrs): {}".format(data_variance_in_hours))
print("Standard deviation (hrs): {}".format(standard_deviation_in_hours))
예제 #9
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"""
This file contains some default imports and commonly used functions so that you
don't have to write lots of code over and over for each problem.
"""

# CONFIG
PROJECT_ROOT = '..'  # relative location pointing to utils/ and stats.py

# REST OF FILE
import sys

# allows import of project files (idk how else to do this)
sys.path.insert(1, PROJECT_ROOT)
from utils.webassign import array_from_shitstring

data = array_from_shitstring('DATA_HERE')  # put your data here
data.sort()
print("Data: {}".format(data))