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60 lines
1.1 KiB
Python
60 lines
1.1 KiB
Python
# To add a new cell, type '# %%'
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# To add a new markdown cell, type '# %% [markdown]'
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# %%
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import matplotlib.pyplot as plt
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import data as d
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import pymongo
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# %%
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def get_pit_variable_data(apikey, competition):
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client = pymongo.MongoClient(apikey)
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db = client.data_processing
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mdata = db.team_pit
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out = {}
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return mdata.find()
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# %%
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def get_pit_variable_formatted(apikey, competition):
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temp = get_pit_variable_data(apikey, competition)
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out = {}
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for i in temp:
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out[i["variable"]] = i["data"]
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return out
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# %%
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pit = get_pit_variable_formatted("mongodb+srv://api-user-new:titanscout2022@2022-scouting-4vfuu.mongodb.net/test?authSource=admin&replicaSet=2022-scouting-shard-0&readPreference=primary&appname=MongoDB%20Compass&ssl=true", "2020ilch")
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# %%
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import matplotlib.pyplot as plt
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import numpy as np
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# %%
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fig, ax = plt.subplots(1, len(pit), sharey=True, figsize=(80,15))
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i = 0
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for variable in pit:
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ax[i].hist(pit[variable])
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ax[i].invert_xaxis()
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ax[i].set_xlabel('')
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ax[i].set_ylabel('Frequency')
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ax[i].set_title(variable)
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plt.yticks(np.arange(len(pit[variable])))
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i+=1
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plt.show()
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# %%
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