p2
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2
WS24_25/PyCharm/pythonProject/.idea/misc.xml
generated
2
WS24_25/PyCharm/pythonProject/.idea/misc.xml
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@@ -3,5 +3,5 @@
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<component name="Black">
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<option name="sdkName" value="Python 3.12 (pythonProject)" />
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</component>
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<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11 (pythonProject)" project-jdk-type="Python SDK" />
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<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8 (pythonProject)" project-jdk-type="Python SDK" />
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</project>
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@@ -5,7 +5,7 @@
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<excludeFolder url="file://$MODULE_DIR$/.venv" />
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<excludeFolder url="file://$MODULE_DIR$/venv" />
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</content>
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<orderEntry type="jdk" jdkName="Python 3.11 (pythonProject)" jdkType="Python SDK" />
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<orderEntry type="jdk" jdkName="Python 3.8 (pythonProject)" jdkType="Python SDK" />
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<orderEntry type="sourceFolder" forTests="false" />
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</component>
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</module>
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2931
WS24_25/PyCharm/pythonProject/P2/AmesHousing.csv
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WS24_25/PyCharm/pythonProject/P2/AmesHousing.csv
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WS24_25/PyCharm/pythonProject/P2/AmesHousing.json
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55672
WS24_25/PyCharm/pythonProject/P2/AmesHousing.json
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29
WS24_25/PyCharm/pythonProject/P2/cvsToJson.py
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WS24_25/PyCharm/pythonProject/P2/cvsToJson.py
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import json
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def csv_to_json(input_file: str, output_file: str):
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data = []
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# Step 1: Read the CSV file manually
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with open(input_file, 'r') as file:
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lines = file.readlines()
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# Step 2: Parse the first line to get the headers
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headers = lines[0].strip().split(';')
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# Step 3: Parse the subsequent lines to get the data
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for line in lines[1:]:
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values = line.strip().split(';')
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# Create a dictionary for each row
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row_dict = {headers[i]: values[i] for i in range(len(headers))}
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data.append(row_dict)
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# Step 4: Save the data to a JSON file
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with open(output_file, 'w') as json_file:
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json.dump(data, json_file, indent=4)
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# Usage
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input_csv_file = 'AmesHousing.csv'
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output_json_file = 'AmesHousing.json'
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csv_to_json(input_csv_file, output_json_file)
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19
WS24_25/PyCharm/pythonProject/P2/summary.py
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WS24_25/PyCharm/pythonProject/P2/summary.py
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import pandas as pd
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def summarize_csv(file_path: str):
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# Step 1: Load the CSV file using pandas
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df = pd.read_csv(file_path, delimiter=';')
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# Step 2: Print general information about the data
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print("Data Info:")
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print(df.info())
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# Step 3: Print statistical summary of the numerical columns
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print("\nStatistical Summary:")
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print(df.describe())
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# Usage
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input_csv_file = 'AmesHousing.csv'
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summarize_csv(input_csv_file)
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