{"id":18247,"date":"2022-10-30T05:01:18","date_gmt":"2022-10-29T23:31:18","guid":{"rendered":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/"},"modified":"2022-10-30T05:01:18","modified_gmt":"2022-10-29T23:31:18","slug":"solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs","status":"publish","type":"post","link":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/","title":{"rendered":"[Solved] Map column birthdates in python pandas df to astrology signs"},"content":{"rendered":"

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You can apply the zodiac_sign<\/code> function to the dataframe as –<\/p>\n

import pandas as pd\nfrom io import StringIO\n\n# Sample\nx = StringIO(\"\"\"birthdate,answer,YEAR,MONTH-DAY\n1970-03-31,5,1970,03-31\n1970-05-25,9,1970,05-25\n1970-06-05,3,1970,06-05\n1970-08-28,2,1970,08-28\n\"\"\")\n\n\ndf = pd.read_csv(x, sep=',')\n\ndf['birthdate'] = pd.to_datetime(df['birthdate'])\ndf['zodiac_sign'] = df['birthdate'].apply(lambda x: zodiac_sign(x.day, x.strftime(\"%B\").lower()))\nprint(df)\n<\/code><\/pre>\n
Output:<\/p>\n
   birthdate  answer  YEAR MONTH-DAY zodiac_sign\n0 1970-03-31       5  1970     03-31       aries\n1 1970-05-25       9  1970     05-25      gemini\n2 1970-06-05       3  1970     06-05      Gemini\n3 1970-08-28       2  1970     08-28       virgo\n<\/code><\/pre>\n<\/p><\/div>\n
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solved Map column birthdates in python pandas df to astrology signs <\/p>\n","protected":false},"excerpt":{"rendered":"
[ad_1] You can apply the zodiac_sign function to the dataframe as – import pandas as pd from io import StringIO # Sample x = StringIO(“””birthdate,answer,YEAR,MONTH-DAY 1970-03-31,5,1970,03-31 1970-05-25,9,1970,05-25 1970-06-05,3,1970,06-05 1970-08-28,2,1970,08-28 “””) df = pd.read_csv(x, sep=’,’) df[‘birthdate’] = pd.to_datetime(df[‘birthdate’]) df[‘zodiac_sign’] = df[‘birthdate’].apply(lambda x: zodiac_sign(x.day, x.strftime(“%B”).lower())) print(df) Output: birthdate answer YEAR MONTH-DAY zodiac_sign 0 1970-03-31 5 1970 03-31 … Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[320],"tags":[415,349],"class_list":["post-18247","post","type-post","status-publish","format-standard","hentry","category-solved","tag-pandas","tag-python"],"yoast_head":"\n[Solved] Map column birthdates in python pandas df to astrology signs - JassWeb<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[Solved] Map column birthdates in python pandas df to astrology signs - JassWeb\" \/>\n<meta property=\"og:description\" content=\"[ad_1] You can apply the zodiac_sign function to the dataframe as – import pandas as pd from io import StringIO # Sample x = StringIO("""birthdate,answer,YEAR,MONTH-DAY 1970-03-31,5,1970,03-31 1970-05-25,9,1970,05-25 1970-06-05,3,1970,06-05 1970-08-28,2,1970,08-28 """) df = pd.read_csv(x, sep=',') df['birthdate'] = pd.to_datetime(df['birthdate']) df['zodiac_sign'] = df['birthdate'].apply(lambda x: zodiac_sign(x.day, x.strftime("%B").lower())) print(df) Output: birthdate answer YEAR MONTH-DAY zodiac_sign 0 1970-03-31 5 1970 03-31 ... Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/\" \/>\n<meta property=\"og:site_name\" content=\"JassWeb\" \/>\n<meta property=\"article:published_time\" content=\"2022-10-29T23:31:18+00:00\" \/>\n<meta name=\"author\" content=\"Kirat\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kirat\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/\"},\"author\":{\"name\":\"Kirat\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31\"},\"headline\":\"[Solved] Map column birthdates in python pandas df to astrology signs\",\"datePublished\":\"2022-10-29T23:31:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/\"},\"wordCount\":35,\"publisher\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\"},\"keywords\":[\"pandas\",\"python\"],\"articleSection\":[\"Solved\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/\",\"url\":\"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/\",\"name\":\"[Solved] Map column birthdates in python pandas df to astrology signs - 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JassWeb","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/","og_locale":"en_US","og_type":"article","og_title":"[Solved] Map column birthdates in python pandas df to astrology signs - JassWeb","og_description":"[ad_1] You can apply the zodiac_sign function to the dataframe as – import pandas as pd from io import StringIO # Sample x = StringIO(\"\"\"birthdate,answer,YEAR,MONTH-DAY 1970-03-31,5,1970,03-31 1970-05-25,9,1970,05-25 1970-06-05,3,1970,06-05 1970-08-28,2,1970,08-28 \"\"\") df = pd.read_csv(x, sep=',') df['birthdate'] = pd.to_datetime(df['birthdate']) df['zodiac_sign'] = df['birthdate'].apply(lambda x: zodiac_sign(x.day, x.strftime(\"%B\").lower())) print(df) Output: birthdate answer YEAR MONTH-DAY zodiac_sign 0 1970-03-31 5 1970 03-31 ... Read more","og_url":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/","og_site_name":"JassWeb","article_published_time":"2022-10-29T23:31:18+00:00","author":"Kirat","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Kirat","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/#article","isPartOf":{"@id":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/"},"author":{"name":"Kirat","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31"},"headline":"[Solved] Map column birthdates in python pandas df to astrology signs","datePublished":"2022-10-29T23:31:18+00:00","mainEntityOfPage":{"@id":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/"},"wordCount":35,"publisher":{"@id":"https:\/\/jassweb.com\/solved\/#organization"},"keywords":["pandas","python"],"articleSection":["Solved"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/","url":"https:\/\/jassweb.com\/solved\/solved-map-column-birthdates-in-python-pandas-df-to-astrology-signs\/","name":"[Solved] Map column birthdates in python pandas df to astrology signs - 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