spb/wp2_uqo Public
UQO Working Paper No. 2 — Decoding Real Estate Descriptions: text-based hedonic analysis of housing listings.
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Python 26%
1,count,mean,std,min,25%,50%,75%,max,corr_log_price2Luxury,17087.0,0.3368127592865921,0.15694362109461882,-0.029989816,0.19254429499999998,0.37594822,0.46762895,0.692075,-0.23379680956667543Entry-Level,17087.0,0.31306725551242054,0.16749897542735695,-0.08511273,0.14523222,0.385215,0.457089945,0.6603542,-0.27038758638719954Renovated,17087.0,0.35163431022614033,0.16771201040710013,-0.05604358,0.188791545,0.41066957,0.49535947,0.7533703,-0.25001753657500655Needs Renovation,17087.0,0.32055725619986125,0.13813069826206623,-0.082866654,0.20229811,0.36692798,0.435327615,0.65222603,-0.25073907767447876Bright & Spacious,17087.0,0.35706155292049163,0.1526272732429096,-0.10424077,0.23038871,0.40036976,0.48361212,0.6723022,-0.228382532268127577Land & Nature,17087.0,0.33019139520730967,0.11592953569855854,-0.021478772,0.24469626500000002,0.33739355,0.41321410000000003,0.70141184,-0.174165094694255268Panoramic View,17087.0,0.3158151019463838,0.1201802895590174,-0.114003584,0.23395886999999999,0.34317952,0.40676298,0.61307484,-0.185141956862036559Premium Location,17087.0,0.3214841909575724,0.14118004039307103,-0.025190443,0.18308983,0.36381766,0.44036834,0.6931879,-0.289323401817869210Quiet & Peaceful,17087.0,0.358280338175256,0.11137093505112176,-0.06460845,0.27255477,0.3761769,0.4454823,0.6302305,-0.228038349596543211Income/Investment,17087.0,0.358294740898531,0.12572034497588438,-0.029236501,0.242870825,0.3979885,0.46193213499999997,0.6605341,-0.275443751739435112Garage & Parking,17087.0,0.3103307920218801,0.1116239718517591,-0.07838718,0.2281446,0.3170391,0.38917871,0.6850351,-0.2104156984993916213Finished Basement,17087.0,0.3052002113895043,0.13859674166712657,-0.06942309,0.18473543,0.32378525,0.41383928000000003,0.7084718,-0.2283818060256818714Modern/Contemporary,17087.0,0.36491924047953644,0.11546476334151118,-0.044310126,0.28822696000000003,0.38244715,0.44983825,0.6712736,-0.187299331847073515Heritage/Character,17087.0,0.3661237309976239,0.14263945319240887,-0.08970999,0.24300555000000001,0.39942157,0.485041035,0.7148477,-0.2346745938767402816Energy Efficient,17087.0,0.29820180354291975,0.13448762901483347,-0.05774025,0.176577345,0.32659054,0.40915789999999996,0.6483617,-0.233580760963523617Motivated Seller,17087.0,0.2538904059694071,0.16511008484652123,-0.15081203,0.08241085000000001,0.32629922,0.395234525,0.58567154,-0.278965693750764218Family-Friendly,17087.0,0.34865389449412826,0.14223063870929087,-0.07987824,0.24584254500000002,0.37126693,0.46098793,0.7220392,-0.2314264710781792619Waterfront,17087.0,0.33102863939709076,0.15079277023591114,-0.11662539,0.2038537,0.37008253,0.45050258499999996,0.72783756,-0.22336921898251720New Construction,17087.0,0.3717061332362263,0.12168455303622348,-0.02023823,0.28365375000000004,0.3961436,0.4653973,0.6941813,-0.239958128731610221Pool & Landscaping,17087.0,0.34803306189049577,0.15804982563861822,-0.06978037,0.202132945,0.3818322,0.480052425,0.7559897,-0.2399655378456803422