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!pip install opendatasets --upgrade --quiet


import opendatasets as od
od.download('stackoverflow-developer-survey-2020')
Downloading https://raw.githubusercontent.com/JovianML/opendatasets/master/data/stackoverflow-developer-survey-2020/survey_results_public.csv to .\stackoverflow-developer-survey-2020\survey_results_public.csv
99%|█████████▉| 94109696/94603888 [00:30<00:00, 4781044.40it/s]
Downloading https://raw.githubusercontent.com/JovianML/opendatasets/master/data/stackoverflow-developer-survey-2020/survey_results_schema.csv to .\stackoverflow-developer-survey-2020\survey_results_schema.csv
0it [00:00, ?it/s] 16384it [00:00, 36425.27it/s]
Downloading https://raw.githubusercontent.com/JovianML/opendatasets/master/data/stackoverflow-developer-survey-2020/README.txt to .\stackoverflow-developer-survey-2020\README.txt
0it [00:00, ?it/s] 8192it [00:00, 9473.98it/s] 94609408it [00:49, 4781044.40it/s] 
import os
os.listdir('stackoverflow-developer-survey-2020')
['README.txt', 'survey_results_public.csv', 'survey_results_schema.csv']
import pandas as pd
survey_raw_df = pd.read_csv('stackoverflow-developer-survey-2020/survey_results_public.csv')
survey_raw_df
survey_raw_df.columns
Index(['Respondent', 'MainBranch', 'Hobbyist', 'Age', 'Age1stCode', 'CompFreq',
       'CompTotal', 'ConvertedComp', 'Country', 'CurrencyDesc',
       'CurrencySymbol', 'DatabaseDesireNextYear', 'DatabaseWorkedWith',
       'DevType', 'EdLevel', 'Employment', 'Ethnicity', 'Gender', 'JobFactors',
       'JobSat', 'JobSeek', 'LanguageDesireNextYear', 'LanguageWorkedWith',
       'MiscTechDesireNextYear', 'MiscTechWorkedWith',
       'NEWCollabToolsDesireNextYear', 'NEWCollabToolsWorkedWith', 'NEWDevOps',
       'NEWDevOpsImpt', 'NEWEdImpt', 'NEWJobHunt', 'NEWJobHuntResearch',
       'NEWLearn', 'NEWOffTopic', 'NEWOnboardGood', 'NEWOtherComms',
       'NEWOvertime', 'NEWPurchaseResearch', 'NEWPurpleLink', 'NEWSOSites',
       'NEWStuck', 'OpSys', 'OrgSize', 'PlatformDesireNextYear',
       'PlatformWorkedWith', 'PurchaseWhat', 'Sexuality', 'SOAccount',
       'SOComm', 'SOPartFreq', 'SOVisitFreq', 'SurveyEase', 'SurveyLength',
       'Trans', 'UndergradMajor', 'WebframeDesireNextYear',
       'WebframeWorkedWith', 'WelcomeChange', 'WorkWeekHrs', 'YearsCode',
       'YearsCodePro'],
      dtype='object')