UQO Working Paper No. 2 — Decoding Real Estate Descriptions: text-based hedonic analysis of housing listings.
1n,r2,r2_without_sims,delta_r2_sims,r2_within,block_F,block_p,block_df,n_sig_5pct,spec,fe,cov,note217087,0.5122282152161219,0.46473670896482555,0.04749150625129639,,54.32433311611412,1.271751996950278e-210,20,16,D (baseline),none,HC3,317087,0.5176533790399737,0.5002869509165772,0.017366428123396505,,22.606273130501318,4.433385981941355e-82,20,16,D-L: + language,none,HC3,417087,0.5176533790399737,0.5002869509165772,0.017366428123396505,,17.640994877456652,8.968865243516545e-44,20,15,"D-L, FSA-clustered SE",none,fsa_id,517087,0.6671431754337149,0.6474068438005859,0.019736331633129045,0.4576948599656133,31.44154004816345,2.2970034321369838e-70,20,18,D-L + FSA FE,fsa_id,fsa_id,617087,0.709620346748135,0.6938819868226034,0.01573835992553163,0.4561272212234957,28.281847696791807,2.8352371387773835e-84,20,14,D-L + municipality FE,mun_id,mun_id,717087,0.7251492777729148,0.7125532751722012,0.012596002600713585,0.552200981307417,25.51318073807577,7.408692605695492e-60,20,14,"D-L + FSA FE, lot area (m2)",fsa_id,fsa_id,land_size replaced by unit-corrected lot area86228,0.7731644268731169,0.7617350248581135,0.01142940201500342,0.5883604347192042,12.285528136789035,1.587554735228068e-30,20,10,"D-L + FSA FE, floor-area subsample",fsa_id,fsa_id,listings reporting interior floor area99843,0.5986241878655532,0.5699243875289712,0.028699800336581927,0.4129739454591763,24.386719092497582,3.7739780519562077e-56,20,15,"French-only, D + FSA FE",fsa_id,fsa_id,106779,0.6903823689537304,0.6662612041627448,0.024121164790985583,0.5001219916342265,23.76359471792773,1.562521400690154e-52,20,15,"English-only, D + FSA FE",fsa_id,fsa_id,1117087,0.5122282152161219,0.46473670896482555,0.04749150625129639,,20.052274987766065,5.360924877509286e-49,20,14,"D (baseline), FSA-clustered SE",none,fsa_id,1217087,0.5219149963044116,0.46473670896482555,0.057178287339586076,,65.25677330397261,2.5334940395603473e-254,20,17,ML-D: multilingual similarities,none,HC3,1317087,0.5380521119555324,0.5002869509165772,0.03776516103895522,,53.95784182869052,3.7757017254081364e-209,20,16,ML-D-L: + language,none,HC3,1417087,0.6865960980582048,0.6474068438005859,0.03918925425761888,0.48938842653645964,70.60623774553646,9.117134474795003e-120,20,15,ML-D-L + FSA FE,fsa_id,fsa_id,1517087,0.7407811681231111,0.7125532751722012,0.028227892950909883,0.5776691521836228,51.97285453045871,1.4995307492550798e-99,20,13,"ML-D-L + FSA FE, lot area (m2)",fsa_id,fsa_id,16