Regular Expressions to Find Education and Skills in Descriptions

Regular Expressions to Find Education and Skills in Descriptions

## GATHERING INFORMATION BASED ON EDUATION LEVEL
bachelors = [re.findall("(?<![A-Z])B\.?S\.?c?(?![A-Z])|(?<![A-Z])B\.?A\.?(?![A-Z])|BACHELOR|UNDERGRAD.{0,40} DEGREE|ASSOCIATE'?S?.{20}DEGREE",i, re.IGNORECASE) for i in desc_col.values]
mba = [re.findall("([\s|-|/]MBA[\s|-|/]|[\s|-|/]MBUS[\s|-|/]|[\s|-|/]MBS[\s|-|/]|MASTERS? OF BUSINESS)",i,re.IGNORECASE) for i in desc_col.values]
masters = [re.findall("(MASTER'?S?.{0,40}DEGREE|GRADUATE.{0,40}DEGREE|(?<![A-Z])M\.?S\.?(?![A-Z]|\sDYNAMICS|,\sDSC)(?!-?~?\s?OFFICE|\sEXCEL|\sWORD|\sACCESS|-?\s?SQL)|ADVANCED?.{0,40}DEGREE)",i,re.IGNORECASE) for i in desc_col.values]
phd = [re.findall("(PH\.?D|ADVANCED?.{0,40}DEGREE|DOCTORA[TE|L]|POST-?\s?GRADUATE)",i,re.IGNORECASE) for i in desc_col.values]

## GATHERING INFORMATION BASED ON SKILLS
python = [re.findall("PYTHON",i,re.IGNORECASE) for i in desc_col.values]
R = [re.findall("[\s,\.\-(\[\\\]R[\s,\.\-)\]\\\]",i,re.IGNORECASE) for i in desc_col.values]
SQL = [re.findall("SQL",i,re.IGNORECASE) for i in desc_col.values]
java = [re.findall("JAVA(?!SCRIPT)",i,re.IGNORECASE) for i in desc_col.values]
C = [re.findall("[\s,\.\-(\\\]C([\s,\.\-)\]\\\]|\+\+|SHARP)",i,re.IGNORECASE) for i in desc_col.values]
hadoop = [re.findall("HADOOP",i,re.IGNORECASE) for i in desc_col.values]
spark = [re.findall("SPARK",i,re.IGNORECASE) for i in desc_col.values]
excel = [re.findall("Excel[\s,\.\-)\]\\\)]", i) for i in desc_col.values]
sas = [re.findall("SAS", i) for i in desc_col.values]
stata = [re.findall("STATA", i, re.IGNORECASE) for i in desc_col.values]
matlab = [re.findall("MATLAB", i, re.IGNORECASE) for i in desc_col.values]
scala = [re.findall("SCALA(?![A-Z])", i, re.IGNORECASE) for i in desc_col.values]
vba = [re.findall("VBA", i, re.IGNORECASE) for i in desc_col.values]
tableau = [re.findall("TABLEAU", i, re.IGNORECASE) for i in desc_col.values]
h2o = [re.findall("H2[O|0]", i, re.IGNORECASE) for i in desc_col.values]
ruby = [re.findall("RUBY", i, re.IGNORECASE) for i in desc_col.values]
html = [re.findall("HTML", i, re.IGNORECASE) for i in desc_col.values]
css = [re.findall("CSS", i, re.IGNORECASE) for i in desc_col.values]
javascript = [re.findall("JAVA-?\s?SCRIPT", i, re.IGNORECASE) for i in desc_col.values]
hive = [re.findall("(.{20})(?<!ARC)(HIVE)(.{20})",i,re.IGNORECASE) for i in desc_col.values]
webscrape = [re.findall("SCRAPY|SELENIUM|SCRAPE|SCRAPING|WEB SCRAP",i,re.IGNORECASE) for i in desc_col.values]

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