industry,Q,bankruptcy_filings_2019,bankruptcy_filings_2020,bankruptcy_filings_2021,percentage_change_2019_2020,percentage_change_2019_2021
"Expert services",1,62,67,56,8.064516,-9.67742
"Expert services",2,51,54,52,5.882353,1.960784
"Expert services",3,43,35,,-18.60465,
"Expert services",4,61,27,,-55.73771,
"Trade",1,137,141,113,2.919708,-17.51825
"Trade",2,131,104,108,-20.61069,-17.55725
"Trade",3,116,75,,-35.34483,
"Trade",4,111,83,,-25.22523,
"Real estate",1,16,25,24,56.25,50
"Real estate",2,24,24,33,0,37.5
"Real estate",3,25,23,,-8,
"Real estate",4,37,26,,-29.72973,
"Logistics",1,65,53,62,-18.46154,-4.615385
"Logistics",2,42,47,47,11.90476,11.90476
"Logistics",3,55,20,,-63.63636,
"Logistics",4,46,23,,-50,
"Agriculture and forestry",1,22,19,28,-13.63636,27.27273
"Agriculture and forestry",2,22,14,22,-36.36364,0
"Agriculture and forestry",3,15,15,,0,
"Agriculture and forestry",4,17,17,,0,
"Hotels and restaurants",1,65,80,66,23.07692,1.538462
"Hotels and restaurants",2,76,66,57,-13.1579,-25
"Hotels and restaurants",3,73,48,,-34.24657,
"Hotels and restaurants",4,74,31,,-58.10811,
"Other services",1,17,28,26,64.70588,52.94118
"Other services",2,23,21,20,-8.695652,-13.04348
"Other services",3,24,17,,-29.16667,
"Other services",4,16,14,,-12.5,
"Finance",1,5,20,4,300,-20
"Finance",2,6,4,4,-33.33333,-33.33333
"Finance",3,5,4,,-20,
"Finance",4,8,5,,-37.5,
"Construction",1,139,160,155,15.10791,11.51079
"Construction",2,151,110,131,-27.15232,-13.24503
"Construction",3,137,73,,-46.71533,
"Construction",4,118,90,,-23.72881,
"Manufacturing",1,46,78,54,69.56522,17.3913
"Manufacturing",2,55,48,64,-12.72727,16.36364
"Manufacturing",3,59,37,,-37.28814,
"Manufacturing",4,71,35,,-50.70422,
"Health and social care",1,23,22,21,-4.347826,-8.695652
"Health and social care",2,7,7,9,0,28.57143
"Health and social care",3,7,11,,57.14286,
"Health and social care",4,16,10,,-37.5,
"Support services",1,32,34,45,6.25,40.625
"Support services",2,42,37,42,-11.90476,0
"Support services",3,48,18,,-62.5,
"Support services",4,70,22,,-68.57143,
"Communication",1,26,31,32,19.23077,23.07692
"Communication",2,25,24,40,-4,60
"Communication",3,28,26,,-7.142857,
"Communication",4,27,20,,-25.92593,
"Recreation",1,16,19,13,18.75,-18.75
"Recreation",2,14,9,9,-35.71429,-35.71429
"Recreation",3,13,6,,-53.84615,
"Recreation",4,14,13,,-7.142857,