2. Watson 1. Personality Insights.ipynb

{
    "cells": [
        {
            "cell_type": "markdown", 
            "metadata": {}, 
            "source": "# Watson Personality Insights\n\nhttps://www.ibm.com/watson/developercloud/personality-insights/api/v3/"
        }, 
        {
            "cell_type": "code", 
            "metadata": {
                "collapsed": false
            }, 
            "outputs": [], 
            "source": "# The code was removed by DSX for sharing.", 
            "execution_count": 4
        }, 
        {
            "cell_type": "code", 
            "metadata": {
                "collapsed": true
            }, 
            "outputs": [], 
            "source": "text=\"\"\"\nDIE A HAPPY MAN SONG\n\nBaby last night was hands down\nOne of the best nights\nThat I've had no doubt\nBetween the bottle of wine\nAnd the look in your eyes and the Marvin Gaye\nThen we danced in the dark under September stars in the pourin' rain.\n\nAnd I know that I can't ever tell you enough\nThat all I need in this life is your crazy love\nIf I never get to see the Northern Lights\nOr if I never get to see the Eiffel Tower at night\nOh if all I got is your hand in my hand\nBaby I could die a happy man\nHappy man, baby, hmmmm.\n\n\nBaby and that red dress brings me to my knees\nOh but that black dress makes it hard to breathe\nYou're a saint, you're a goddess, the cutest, the hottest, the masterpiece\nIt's too good to be true, nothing better than you\nIn my wildest dreams.\n\nAnd I know that I can't ever tell you enough\nThat all need in this life is your crazy love\nIf I never get to see the Northern Lights\nOr if I never get to see the Eiffel Tower at night\nOh if all I got is your hand in my hand\nBaby I could die a happy man, yeah.\n\nI don't need no vacation, no fancy destination\nBaby you're my great escape\nWe could stay at home, listen to the radio\nOr dance around the fireplace.\n\nAnd if I never get to build my mansion in Georgia\nOr drive a sports car up the coast of California\nWell if all I got is your hand in my hand\nBaby I could die a happy man\nBaby I could die a happy man\nOh I could die a happy man\nYou know I could, girl\nI could die, I could die a happy man, hmmmm.\n\"\"\"", 
            "execution_count": 1
        }, 
        {
            "cell_type": "code", 
            "metadata": {
                "collapsed": true
            }, 
            "outputs": [
                {
                    "text": "{\n    \"consumption_preferences\": [\n        {\n            \"consumption_preference_category_id\": \"consumption_preferences_shopping\", \n            \"consumption_preferences\": [\n                {\n                    \"consumption_preference_id\": \"consumption_preferences_automobile_ownership_cost\", \n                    \"name\": \"Likely to be sensitive to ownership cost when buying automobiles\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_automobile_safety\", \n                    \"name\": \"Likely to prefer safety when buying automobiles\", \n                    \"score\": 0.5\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_clothes_quality\", \n                    \"name\": \"Likely to prefer quality when buying clothes\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_clothes_style\", \n                    \"name\": \"Likely to prefer style when buying clothes\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_clothes_comfort\", \n                    \"name\": \"Likely to prefer comfort when buying clothes\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_influence_brand_name\", \n                    \"name\": \"Likely to be influenced by brand name when making product purchases\", \n                    \"score\": 0.5\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_influence_utility\", \n                    \"name\": \"Likely to be influenced by product utility when making product purchases\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_influence_online_ads\", \n                    \"name\": \"Likely to be influenced by online ads when making product purchases\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_influence_social_media\", \n                    \"name\": \"Likely to be influenced by social media when making product purchases\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_influence_family_members\", \n                    \"name\": \"Likely to be influenced by family when making product purchases\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_spur_of_moment\", \n                    \"name\": \"Likely to indulge in spur of the moment purchases\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_credit_card_payment\", \n                    \"name\": \"Likely to prefer using credit cards for shopping\", \n                    \"score\": 0.0\n                }\n            ], \n            \"name\": \"Purchasing Preferences\"\n        }, \n        {\n            \"consumption_preference_category_id\": \"consumption_preferences_health_and_activity\", \n            \"consumption_preferences\": [\n                {\n                    \"consumption_preference_id\": \"consumption_preferences_eat_out\", \n                    \"name\": \"Likely to eat out frequently\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_gym_membership\", \n                    \"name\": \"Likely to have a gym membership\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_outdoor\", \n                    \"name\": \"Likely to like outdoor activities\", \n                    \"score\": 0.5\n                }\n            ], \n            \"name\": \"Health & Activity Preferences\"\n        }, \n        {\n            \"consumption_preference_category_id\": \"consumption_preferences_environmental_concern\", \n            \"consumption_preferences\": [\n                {\n                    \"consumption_preference_id\": \"consumption_preferences_concerned_environment\", \n                    \"name\": \"Likely to be concerned about the environment\", \n                    \"score\": 0.0\n                }\n            ], \n            \"name\": \"Environmental Concern Preferences\"\n        }, \n        {\n            \"consumption_preference_category_id\": \"consumption_preferences_entrepreneurship\", \n            \"consumption_preferences\": [\n                {\n                    \"consumption_preference_id\": \"consumption_preferences_start_business\", \n                    \"name\": \"Likely to consider starting a business in next few years\", \n                    \"score\": 0.0\n                }\n            ], \n            \"name\": \"Entrepreneurship Preferences\"\n        }, \n        {\n            \"consumption_preference_category_id\": \"consumption_preferences_movie\", \n            \"consumption_preferences\": [\n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_romance\", \n                    \"name\": \"Likely to like romance movies\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_adventure\", \n                    \"name\": \"Likely to like adventure movies\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_horror\", \n                    \"name\": \"Likely to like horror movies\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_musical\", \n                    \"name\": \"Likely to like musical movies\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_historical\", \n                    \"name\": \"Likely to like historical movies\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_science_fiction\", \n                    \"name\": \"Likely to like science-fiction movies\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_war\", \n                    \"name\": \"Likely to like war movies\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_drama\", \n                    \"name\": \"Likely to like drama movies\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_action\", \n                    \"name\": \"Likely to like action movies\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_movie_documentary\", \n                    \"name\": \"Likely to like documentary movies\", \n                    \"score\": 0.0\n                }\n            ], \n            \"name\": \"Movie Preferences\"\n        }, \n        {\n            \"consumption_preference_category_id\": \"consumption_preferences_music\", \n            \"consumption_preferences\": [\n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_rap\", \n                    \"name\": \"Likely to like rap music\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_country\", \n                    \"name\": \"Likely to like country music\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_r_b\", \n                    \"name\": \"Likely to like R&B music\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_hip_hop\", \n                    \"name\": \"Likely to like hip hop music\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_live_event\", \n                    \"name\": \"Likely to attend live musical events\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_playing\", \n                    \"name\": \"Likely to have experience playing music\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_latin\", \n                    \"name\": \"Likely to like Latin music\", \n                    \"score\": 0.5\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_rock\", \n                    \"name\": \"Likely to like rock music\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_music_classical\", \n                    \"name\": \"Likely to like classical music\", \n                    \"score\": 0.5\n                }\n            ], \n            \"name\": \"Music Preferences\"\n        }, \n        {\n            \"consumption_preference_category_id\": \"consumption_preferences_reading\", \n            \"consumption_preferences\": [\n                {\n                    \"consumption_preference_id\": \"consumption_preferences_read_frequency\", \n                    \"name\": \"Likely to read often\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_books_entertainment_magazines\", \n                    \"name\": \"Likely to read entertainment magazines\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_books_non_fiction\", \n                    \"name\": \"Likely to read non-fiction books\", \n                    \"score\": 0.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_books_financial_investing\", \n                    \"name\": \"Likely to read financial investment books\", \n                    \"score\": 1.0\n                }, \n                {\n                    \"consumption_preference_id\": \"consumption_preferences_books_autobiographies\", \n                    \"name\": \"Likely to read autobiographical books\", \n                    \"score\": 0.0\n                }\n            ], \n            \"name\": \"Reading Preferences\"\n        }, \n        {\n            \"consumption_preference_category_id\": \"consumption_preferences_volunteering\", \n            \"consumption_preferences\": [\n                {\n                    \"consumption_preference_id\": \"consumption_preferences_volunteer\", \n                    \"name\": \"Likely to volunteer for social causes\", \n                    \"score\": 0.0\n                }\n            ], \n            \"name\": \"Volunteering Preferences\"\n        }\n    ], \n    \"needs\": [\n        {\n            \"category\": \"needs\", \n            \"name\": \"Challenge\", \n            \"percentile\": 0.6588339349947576, \n            \"raw_score\": 0.7501400446472426, \n            \"trait_id\": \"need_challenge\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Closeness\", \n            \"percentile\": 0.6781322109587223, \n            \"raw_score\": 0.8138889692391995, \n            \"trait_id\": \"need_closeness\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Curiosity\", \n            \"percentile\": 0.7548481009396493, \n            \"raw_score\": 0.8348057732488068, \n            \"trait_id\": \"need_curiosity\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Excitement\", \n            \"percentile\": 0.9630331641126002, \n            \"raw_score\": 0.8271577021156099, \n            \"trait_id\": \"need_excitement\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Harmony\", \n            \"percentile\": 0.5819450241646816, \n            \"raw_score\": 0.8164009788397559, \n            \"trait_id\": \"need_harmony\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Ideal\", \n            \"percentile\": 0.5426304016972944, \n            \"raw_score\": 0.6961423608163109, \n            \"trait_id\": \"need_ideal\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Liberty\", \n            \"percentile\": 0.8343395010086387, \n            \"raw_score\": 0.7729042833037173, \n            \"trait_id\": \"need_liberty\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Love\", \n            \"percentile\": 0.5123401261111725, \n            \"raw_score\": 0.7701648197205129, \n            \"trait_id\": \"need_love\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Practicality\", \n            \"percentile\": 0.33333683204458675, \n            \"raw_score\": 0.7184674135224565, \n            \"trait_id\": \"need_practicality\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Self-expression\", \n            \"percentile\": 0.5509199895392937, \n            \"raw_score\": 0.6794544532899692, \n            \"trait_id\": \"need_self_expression\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Stability\", \n            \"percentile\": 0.14173055262556322, \n            \"raw_score\": 0.7002906693905939, \n            \"trait_id\": \"need_stability\"\n        }, \n        {\n            \"category\": \"needs\", \n            \"name\": \"Structure\", \n            \"percentile\": 0.3394080441676449, \n            \"raw_score\": 0.6848583040203791, \n            \"trait_id\": \"need_structure\"\n        }\n    ], \n    \"personality\": [\n        {\n            \"category\": \"personality\", \n            \"children\": [\n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Adventurousness\", \n                    \"percentile\": 0.6135813908331841, \n                    \"raw_score\": 0.5150843390222505, \n                    \"trait_id\": \"facet_adventurousness\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Artistic interests\", \n                    \"percentile\": 0.980579945034953, \n                    \"raw_score\": 0.769906400282475, \n                    \"trait_id\": \"facet_artistic_interests\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Emotionality\", \n                    \"percentile\": 0.5376507780469332, \n                    \"raw_score\": 0.6520484133624987, \n                    \"trait_id\": \"facet_emotionality\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Imagination\", \n                    \"percentile\": 0.9985619153229888, \n                    \"raw_score\": 0.8829098247664202, \n                    \"trait_id\": \"facet_imagination\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Intellect\", \n                    \"percentile\": 0.8420573569760826, \n                    \"raw_score\": 0.6536705604117418, \n                    \"trait_id\": \"facet_intellect\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Authority-challenging\", \n                    \"percentile\": 0.5046408422119053, \n                    \"raw_score\": 0.5168151402727678, \n                    \"trait_id\": \"facet_liberalism\"\n                }\n            ], \n            \"name\": \"Openness\", \n            \"percentile\": 0.342186109805104, \n            \"raw_score\": 0.7356733884460965, \n            \"trait_id\": \"big5_openness\"\n        }, \n        {\n            \"category\": \"personality\", \n            \"children\": [\n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Achievement striving\", \n                    \"percentile\": 0.4715586488752476, \n                    \"raw_score\": 0.6846207397629852, \n                    \"trait_id\": \"facet_achievement_striving\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Cautiousness\", \n                    \"percentile\": 0.08096530117264511, \n                    \"raw_score\": 0.40418590829577805, \n                    \"trait_id\": \"facet_cautiousness\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Dutifulness\", \n                    \"percentile\": 0.30424799603474345, \n                    \"raw_score\": 0.6463562814362153, \n                    \"trait_id\": \"facet_dutifulness\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Orderliness\", \n                    \"percentile\": 0.666127221712417, \n                    \"raw_score\": 0.5082162418027111, \n                    \"trait_id\": \"facet_orderliness\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Self-discipline\", \n                    \"percentile\": 0.4975118282212101, \n                    \"raw_score\": 0.5703563685079829, \n                    \"trait_id\": \"facet_self_discipline\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Self-efficacy\", \n                    \"percentile\": 0.7446581710592638, \n                    \"raw_score\": 0.7762324358509508, \n                    \"trait_id\": \"facet_self_efficacy\"\n                }\n            ], \n            \"name\": \"Conscientiousness\", \n            \"percentile\": 0.0941295484722191, \n            \"raw_score\": 0.5666834608653741, \n            \"trait_id\": \"big5_conscientiousness\"\n        }, \n        {\n            \"category\": \"personality\", \n            \"children\": [\n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Activity level\", \n                    \"percentile\": 0.48492563372851777, \n                    \"raw_score\": 0.5384453570696969, \n                    \"trait_id\": \"facet_activity_level\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Assertiveness\", \n                    \"percentile\": 0.2510967319219806, \n                    \"raw_score\": 0.6105131778530888, \n                    \"trait_id\": \"facet_assertiveness\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Cheerfulness\", \n                    \"percentile\": 0.9651189228808489, \n                    \"raw_score\": 0.6789962145874447, \n                    \"trait_id\": \"facet_cheerfulness\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Excitement-seeking\", \n                    \"percentile\": 0.9774730962922047, \n                    \"raw_score\": 0.6885805593842209, \n                    \"trait_id\": \"facet_excitement_seeking\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Outgoing\", \n                    \"percentile\": 0.7183536864134898, \n                    \"raw_score\": 0.5894764385249374, \n                    \"trait_id\": \"facet_friendliness\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Gregariousness\", \n                    \"percentile\": 0.6589326201937393, \n                    \"raw_score\": 0.4743987547871439, \n                    \"trait_id\": \"facet_gregariousness\"\n                }\n            ], \n            \"name\": \"Extraversion\", \n            \"percentile\": 0.4471696451761846, \n            \"raw_score\": 0.5450794413501834, \n            \"trait_id\": \"big5_extraversion\"\n        }, \n        {\n            \"category\": \"personality\", \n            \"children\": [\n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Altruism\", \n                    \"percentile\": 0.43844186503645305, \n                    \"raw_score\": 0.6996547786554914, \n                    \"trait_id\": \"facet_altruism\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Cooperation\", \n                    \"percentile\": 0.3499823686001454, \n                    \"raw_score\": 0.556171580628362, \n                    \"trait_id\": \"facet_cooperation\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Modesty\", \n                    \"percentile\": 0.34218900225047655, \n                    \"raw_score\": 0.4269262716089656, \n                    \"trait_id\": \"facet_modesty\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Uncompromising\", \n                    \"percentile\": 0.6132727754362898, \n                    \"raw_score\": 0.6393932858168438, \n                    \"trait_id\": \"facet_morality\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Sympathy\", \n                    \"percentile\": 0.6897580042885647, \n                    \"raw_score\": 0.6823857650654237, \n                    \"trait_id\": \"facet_sympathy\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Trust\", \n                    \"percentile\": 0.45864463446216625, \n                    \"raw_score\": 0.5815235124123755, \n                    \"trait_id\": \"facet_trust\"\n                }\n            ], \n            \"name\": \"Agreeableness\", \n            \"percentile\": 0.4837582164716449, \n            \"raw_score\": 0.7405794941657666, \n            \"trait_id\": \"big5_agreeableness\"\n        }, \n        {\n            \"category\": \"personality\", \n            \"children\": [\n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Fiery\", \n                    \"percentile\": 0.4862714544053669, \n                    \"raw_score\": 0.533833300676587, \n                    \"trait_id\": \"facet_anger\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Prone to worry\", \n                    \"percentile\": 0.48398092140026183, \n                    \"raw_score\": 0.5913727691770986, \n                    \"trait_id\": \"facet_anxiety\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Melancholy\", \n                    \"percentile\": 0.4132625038933665, \n                    \"raw_score\": 0.43455766793492423, \n                    \"trait_id\": \"facet_depression\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Immoderation\", \n                    \"percentile\": 0.2856342957558766, \n                    \"raw_score\": 0.4788312210674873, \n                    \"trait_id\": \"facet_immoderation\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Self-consciousness\", \n                    \"percentile\": 0.560627323527675, \n                    \"raw_score\": 0.5547421647923864, \n                    \"trait_id\": \"facet_self_consciousness\"\n                }, \n                {\n                    \"category\": \"personality\", \n                    \"name\": \"Susceptible to stress\", \n                    \"percentile\": 0.6056008630792694, \n                    \"raw_score\": 0.4846882493100403, \n                    \"trait_id\": \"facet_vulnerability\"\n                }\n            ], \n            \"name\": \"Emotional range\", \n            \"percentile\": 0.5641194069776234, \n            \"raw_score\": 0.47646542080151527, \n            \"trait_id\": \"big5_neuroticism\"\n        }\n    ], \n    \"processed_language\": \"en\", \n    \"values\": [\n        {\n            \"category\": \"values\", \n            \"name\": \"Conservation\", \n            \"percentile\": 0.17760036233906712, \n            \"raw_score\": 0.6237987130133136, \n            \"trait_id\": \"value_conservation\"\n        }, \n        {\n            \"category\": \"values\", \n            \"name\": \"Openness to change\", \n            \"percentile\": 0.9700296997470882, \n            \"raw_score\": 0.8568107614611785, \n            \"trait_id\": \"value_openness_to_change\"\n        }, \n        {\n            \"category\": \"values\", \n            \"name\": \"Hedonism\", \n            \"percentile\": 0.7701083266102537, \n            \"raw_score\": 0.7854297481969966, \n            \"trait_id\": \"value_hedonism\"\n        }, \n        {\n            \"category\": \"values\", \n            \"name\": \"Self-enhancement\", \n            \"percentile\": 0.4751708729589906, \n            \"raw_score\": 0.7035985678490525, \n            \"trait_id\": \"value_self_enhancement\"\n        }, \n        {\n            \"category\": \"values\", \n            \"name\": \"Self-transcendence\", \n            \"percentile\": 0.7206247308743918, \n            \"raw_score\": 0.8424821850661844, \n            \"trait_id\": \"value_self_transcendence\"\n        }\n    ], \n    \"warnings\": [\n        {\n            \"message\": \"There were 344 words in the input. We need a minimum of 600, preferably 1,200 or more, to compute statistically significant estimates\", \n            \"warning_id\": \"WORD_COUNT_MESSAGE\"\n        }\n    ], \n    \"word_count\": 344, \n    \"word_count_message\": \"There were 344 words in the input. We need a minimum of 600, preferably 1,200 or more, to compute statistically significant estimates\"\n}\n", 
                    "output_type": "stream", 
                    "name": "stdout"
                }
            ], 
            "source": "import requests\nimport json\n\nurl = credentials_1['url']+\"/v3/profile?version=2016-10-20&consumption_preferences=true&raw_scores=true\"\n\nheaders = {'Content-Type': 'text/plain'}\nauth=(credentials_1['username'], credentials_1['password'])\ndata = {'text':text}\n\nresponse=requests.post(url,headers=headers,auth=auth, data=data )\nparsed = json.loads(response.text)\nprint json.dumps(parsed, indent=4, sort_keys=True)\n\n", 
            "execution_count": 15
        }, 
        {
            "cell_type": "markdown", 
            "metadata": {}, 
            "source": "## Using the IBM library for Watson"
        }, 
        {
            "cell_type": "code", 
            "metadata": {
                "scrolled": true, 
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            }, 
            "outputs": [
                {
                    "text": "Collecting watson-developer-cloud\n  Downloading watson-developer-cloud-0.25.1.tar.gz (59kB)\n\u001b[K    100% |\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 61kB 4.0MB/s \n\u001b[?25hRequirement already satisfied (use --upgrade to upgrade): requests<3.0,>=2.0 in /usr/local/src/bluemix_jupyter_bundle.v35/notebook/lib/python2.7/site-packages (from watson-developer-cloud)\nCollecting pysolr<4.0,>=3.3 (from watson-developer-cloud)\n  Downloading pysolr-3.6.0-py2.py3-none-any.whl\nBuilding wheels for collected packages: watson-developer-cloud\n  Running setup.py bdist_wheel for watson-developer-cloud ... \u001b[?25l-\b \b\\\b \bdone\n\u001b[?25h  Stored in directory: /gpfs/fs01/user/s2de-6c3e21af46e198-7a7840b6cba3/.cache/pip/wheels/dd/8c/2e/6c18b202f80d15220bd30dca1ff443b5be56cdbfeb4fe82815\nSuccessfully built watson-developer-cloud\nInstalling collected packages: pysolr, watson-developer-cloud\nSuccessfully installed pysolr-3.6.0 watson-developer-cloud-0.25.1\n", 
                    "output_type": "stream", 
                    "name": "stdout"
                }
            ], 
            "source": "!pip install watson-developer-cloud", 
            "execution_count": 16
        }, 
        {
            "cell_type": "code", 
            "metadata": {
                "collapsed": true
            }, 
            "outputs": [], 
            "source": "import json\nfrom os.path import join, dirname\nfrom watson_developer_cloud import PersonalityInsightsV3\n\n\"\"\"\nThe example returns a JSON response whose content is the same as that in\n   ../resources/personality-v3-expect2.txt\n\"\"\"\n\npersonality_insights = PersonalityInsightsV3(\n    version='2016-10-20',\n    username='YOUR SERVICE USERNAME',\n    password='YOUR SERVICE PASSWORD')\n\nwith open(join(dirname(__file__), '../resources/personality-v3.json')) as \\\n        profile_json:\n    profile = personality_insights.profile(\n        profile_json.read(), content_type='application/json',\n        raw_scores=True, consumption_preferences=True)\n\n    print(json.dumps(profile, indent=2))", 
            "execution_count": null
        }
    ], 
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