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@AO8
Last active September 25, 2018 20:42
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Read CSV exported from Calendly to analyze what months students book an advising appointment. More concise version using dict as central data structure.
import csv
import matplotlib.pyplot as plt
months = {
"january" : 0,
"february" : 0,
"march" : 0,
"april" : 0,
"may" : 0,
"june" : 0,
"july" : 0,
"august" : 0,
"september" : 0,
"october" : 0,
"november" : 0,
"december" : 0
}
with open("dashboard-export.csv") as csv_file:
csv_reader = csv.reader(csv_file)
headings = next(csv_reader)
for row in csv_reader:
if row[6][0:2] == "1/":
months["january"] += 1
if row[6][0:2] == "2/":
months["february"] += 1
if row[6][0:2] == "3/":
months["march"] += 1
if row[6][0:2] == "4/":
months["april"] += 1
if row[6][0:2] == "5/":
months["may"] += 1
if row[6][0:2] == "6/":
months["june"] += 1
if row[6][0:2] == "7/":
months["july"] += 1
if row[6][0:2] == "8/":
months["august"] += 1
if row[6][0:2] == "9/":
months["september"] += 1
if row[6][0:2] == "10":
months["october"] += 1
if row[6][0:2] == "11":
months["november"] += 1
if row[6][0:2] == "12":
months["december"] += 1
total = 0
for v in months.values():
total += v
for k,v in months.items():
print(f"{k} = {v}")
print(f"\ntotal = {total}")
appointments = [key for key in months.keys()]
values = [value for value in months.values()]
plt.plot(values, color="green")
plt.ylabel("Number of Appts Booked", weight="bold", size="large")
plt.xticks(range(len(values)), appointments, rotation=50, horizontalalignment="right", weight="bold", size="large")
plt.yticks(weight="bold", size="large")
plt.title("What months student booked a BAS-SD advising appt with AO: July 2017 to PRESENT", size="large", weight="bold")
plt.show()
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