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code readability improvements

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This commit is contained in:
Gabriel Franco 2026-08-06 10:39:26 -03:00
parent 71a94b39ed
commit 746440d325
4 changed files with 58 additions and 55 deletions
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BIN
__pycache__/t_tests.cpython-314.pyc Normal file
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2
get_statistics.py
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@ -6,7 +6,7 @@ file = "./data/pnad_trimestral_trimestre_012026.parquet"
regions_ufs = { regions_ufs = {
"Sul": [41, 42, 43], "Sul": [41, 42, 43],
"Sudeste": [31, 32, 33, 35], "Sudeste": [31, 32, 33, 35],
"Centro-Oeste": [50, 51, 52, 53], "CentroOeste": [50, 51, 52, 53],
"Norte": [11, 12, 13, 14, 15, 16, 17], "Norte": [11, 12, 13, 14, 15, 16, 17],
"Nordeste": [21, 22, 23, 24, 25, 26, 27, 28, 29], "Nordeste": [21, 22, 23, 24, 25, 26, 27, 28, 29],
} }

54
t-tests.py
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@ -1,54 +0,0 @@
from get_statistics import get_regions, regions_names
import math
regions = get_regions()
def t(n1, mean1, std1, n2, mean2, std2):
return (mean1 - mean2) / math.sqrt(
(math.pow(std1, 2) / n1) + (math.pow(std2, 2) / n2)
)
def run_all_t_tests():
tests = {}
for name1 in regions_names:
for name2 in regions_names:
if name1 != name2:
tests[f"{name1}_formais_{name2}_informais"] = t(
regions[name1]["formal_count"],
regions[name1]["formal_mean"],
regions[name1]["formal_std"],
regions[name2]["informal_count"],
regions[name2]["informal_mean"],
regions[name2]["informal_std"],
)
tests[f"{name1}_informais_{name2}_informais"] = t(
regions[name1]["informal_count"],
regions[name1]["informal_mean"],
regions[name1]["informal_std"],
regions[name2]["informal_count"],
regions[name2]["informal_mean"],
regions[name2]["informal_std"],
)
tests[f"{name1}_informais_{name2}_formais"] = t(
regions[name1]["informal_count"],
regions[name1]["informal_mean"],
regions[name1]["informal_std"],
regions[name2]["formal_count"],
regions[name2]["formal_mean"],
regions[name2]["formal_std"],
)
tests[f"{name1}_formais_{name2}_formais"] = t(
regions[name1]["formal_count"],
regions[name1]["formal_mean"],
regions[name1]["formal_std"],
regions[name2]["formal_count"],
regions[name2]["formal_mean"],
regions[name2]["formal_std"],
)
return tests
print(run_all_t_tests())

57
t_tests.py Normal file
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@ -0,0 +1,57 @@
from get_statistics import get_regions, regions_names
import math
regions = get_regions()
def t(n1, mean1, std1, n2, mean2, std2):
return (mean1 - mean2) / math.sqrt(
(math.pow(std1, 2) / n1) + (math.pow(std2, 2) / n2)
)
def run_all_t_tests():
tests = {}
for name1 in regions_names:
for name2 in regions_names:
region1 = regions[name1]
region2 = regions[name2]
if name1 != name2:
tests[f"{name1}_informal_{name2}_informal"] = t(
region1["informal_count"],
region1["informal_mean"],
region1["informal_std"],
region2["informal_count"],
region2["informal_mean"],
region2["informal_std"],
)
tests[f"{name1}_formal_{name2}_formal"] = t(
region1["formal_count"],
region1["formal_mean"],
region1["formal_std"],
region2["formal_count"],
region2["formal_mean"],
region2["formal_std"],
)
tests[f"{name1}_formal_{name2}_informal"] = t(
region1["formal_count"],
region1["formal_mean"],
region1["formal_std"],
region2["informal_count"],
region2["informal_mean"],
region2["informal_std"],
)
tests[f"{name1}_informal_{name2}_formal"] = t(
region1["informal_count"],
region1["informal_mean"],
region1["informal_std"],
region2["formal_count"],
region2["formal_mean"],
region2["formal_std"],
)
return tests
if __name__ == "__main__":
print(run_all_t_tests())