The sheet EZDescription describes the variables for this question
Question.docx
The sheet EZDescription describes the variables for this question. The data are on unemployment claims in Anderson (IN) from 1980 through November 1988. In 1984, an enterprise zone (“EZ”) was located in Anderson (as well as other cities in Indiana). An EZ provides “incentives for businesses to locate or expand in these distressed and blighted areas, which are often traditional downtown areas or old industrial and manufacturing areas that have gone through a protracted period of decline. Typically, EZ incentives consist of tax instruments, such as property tax abatements, income tax deductions and credits for employment creation, capital investment, and income creation in the EZs” (Indiana Business Journal).
1. Regress ln(uclms) on a linear time trend and 11 (!) monthly dummy variables. What was the overall trend in unemployment claims over this period? Interpret the coefficient on time? Is there evidence of seasonality in unemployment claims?
3. What assumptions do you need to make to attribute the effect in part (2) to the creation of an EZ?
Data.xlsx
EZ
| month | uclms | ez | year | y81 | y82 | y83 | y84 | y85 | y86 | y87 | y88 | luclms | jan | feb | mar | apr | may | jun | jul | aug | sep | oct | nov | dec | time |
| JAN | 18369 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.82 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| FEB | 17661 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.78 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| MAR | 16340 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.7 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| APR | 16268 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.7 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 |
| MAY | 19340 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.87 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 |
| JUN | 19471 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.88 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 |
| JUL | 16909 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.74 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 7 |
| AUG | 14820 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8 |
| SEP | 10274 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.24 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 9 |
| OCT | 6740 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.82 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 10 |
| NOV | 4365 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.38 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 11 |
| DEC | 6189 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.73 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 12 |
| JAN | 6479 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.78 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 |
| FEB | 6894 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.84 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14 |
| MAR | 6502 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.78 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 |
| APR | 5139 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.54 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 |
| MAY | 3963 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.28 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 |
| JUN | 4139 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.33 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 18 |
| JUL | 4289 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.36 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 19 |
| AUG | 5474 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.61 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 20 |
| SEP | 6577 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.79 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 21 |
| OCT | 7408 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.91 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 22 |
| NOV | 9138 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 23 |
| DEC | 17559 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.77 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 24 |
| JAN | 18136 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.81 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 |
| FEB | 19323 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.87 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 26 |
| MAR | 23155 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10.05 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 27 |
| APR | 17046 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.74 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 28 |
| MAY | 10874 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.29 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 29 |
| JUN | 8985 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 30 |
| JUL | 7226 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 8.89 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 31 |
| AUG | 8876 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.09 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 32 |
| SEP | 7201 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 8.88 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 33 |
| OCT | 8688 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.07 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 34 |
| NOV | 13411 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 35 |
| DEC | 15225 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.63 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 36 |
| JAN | 15079 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9.62 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 37 |
| FEB | 13014 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9.47 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 38 |
| MAR | 12751 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9.45 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 39 |
| APR | 7437 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.91 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 40 |
| MAY | 6557 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.79 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 41 |
| JUN | 5301 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.58 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 42 |
| JUL | 4300 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.37 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 43 |
| AUG | 5184 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.55 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 44 |
| SEP | 3395 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 45 |
| OCT | 3155 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.06 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 46 |
| NOV | 3497 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 47 |
| DEC | 3902 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.27 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 48 |
| JAN | 4866 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.49 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 |
| FEB | 4376 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.38 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| MAR | 4385 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.39 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 51 |
| APR | 3423 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.14 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 |
| MAY | 3286 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 53 |
| JUN | 3238 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.08 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 54 |
| JUL | 3190 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.07 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 55 |
| AUG | 3977 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 56 |
| SEP | 2864 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 7.96 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 57 |
| OCT | 3235 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.08 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 58 |
| NOV | 4414 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.39 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 59 |
| DEC | 4695 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.45 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 60 |
| JAN | 6698 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.81 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 61 |
| FEB | 5797 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.67 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 62 |
| MAR | 4771 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.47 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 63 |
| APR | 4074 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.31 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 64 |
| MAY | 3536 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.17 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 65 |
| JUN | 3323 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.11 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 66 |
| JUL | 4116 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.32 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 67 |
| AUG | 3760 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 68 |
| SEP | 2930 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7.98 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 69 |
| OCT | 2861 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7.96 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 70 |
| NOV | 2966 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7.99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 71 |
| DEC | 4016 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 72 |
| JAN | 5254 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.57 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 73 |
| FEB | 5205 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.56 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 74 |
| MAR | 4783 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.47 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 75 |
| APR | 4159 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.33 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 76 |
| MAY | 3470 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.15 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 77 |
| JUN | 3155 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.06 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 78 |
| JUL | 3831 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.25 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 79 |
| AUG | 3812 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.25 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 80 |
| SEP | 2700 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 7.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 81 |
| OCT | 2859 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 7.96 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 82 |
| NOV | 3018 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 83 |
| DEC | 4324 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.37 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 84 |
| JAN | 5430 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 85 |
| FEB | 5729 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.65 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 86 |
| MAR | 5303 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.58 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 87 |
| APR | 3561 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.18 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 88 |
| MAY | 3052 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.02 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 89 |
| JUN | 3282 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 90 |
| JUL | 3743 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.23 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 91 |
| AUG | 6782 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.82 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 92 |
| SEP | 2381 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 7.78 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 93 |
| OCT | 2090 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 7.64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 94 |
| NOV | 2301 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 7.74 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 95 |
| DEC | 3551 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.17 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 96 |
| JAN | 5143 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.55 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 97 |
| FEB | 5966 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.69 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 98 |
| MAR | 5155 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.55 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 99 |
| APR | 2664 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.89 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 100 |
| MAY | 2251 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.72 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 101 |
| JUN | 2484 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.82 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 102 |
| JUL | 3430 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.14 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 103 |
| AUG | 5156 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.55 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 104 |
| SEP | 1993 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 105 |
| OCT | 1729 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.46 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 106 |
| NOV | 1982 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.59 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 107 |
EZDescription
| Variable | Description |
| month | name of month |
| uclms | unemployment claims |
| ez | Presence of EZ |
| year | 1980 through 1988 |
| y81 | =1 if year == 1981 |
| y82 | |
| y83 | |
| y84 | |
| y85 | |
| y86 | |
| y87 | |
| y88 | |
| luclms | ln(uclms) |
| jan | =1 if month == JAN |
| feb | |
| mar | |
| apr | |
| may | |
| jun | |
| jul | |
| aug | |
| sep | |
| oct | |
| nov | |
| dec |
Load.xlsx
EZ
| month | uclms | ez | year | y81 | y82 | y83 | y84 | y85 | y86 | y87 | y88 | luclms | jan | feb | mar | apr | may | jun | jul | aug | sep | oct | nov | dec | time |
| JAN | 18369 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.82 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| FEB | 17661 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.78 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| MAR | 16340 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.7 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| APR | 16268 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.7 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 |
| MAY | 19340 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.87 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 |
| JUN | 19471 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.88 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 |
| JUL | 16909 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.74 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 7 |
| AUG | 14820 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8 |
| SEP | 10274 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.24 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 9 |
| OCT | 6740 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.82 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 10 |
| NOV | 4365 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.38 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 11 |
| DEC | 6189 | 0 | 1980 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.73 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 12 |
| JAN | 6479 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.78 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 |
| FEB | 6894 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.84 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14 |
| MAR | 6502 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.78 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 |
| APR | 5139 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.54 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 |
| MAY | 3963 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.28 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 |
| JUN | 4139 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.33 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 18 |
| JUL | 4289 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.36 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 19 |
| AUG | 5474 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.61 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 20 |
| SEP | 6577 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.79 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 21 |
| OCT | 7408 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.91 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 22 |
| NOV | 9138 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 23 |
| DEC | 17559 | 0 | 1981 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.77 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 24 |
| JAN | 18136 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.81 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 |
| FEB | 19323 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.87 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 26 |
| MAR | 23155 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10.05 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 27 |
| APR | 17046 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.74 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 28 |
| MAY | 10874 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.29 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 29 |
| JUN | 8985 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 30 |
| JUL | 7226 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 8.89 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 31 |
| AUG | 8876 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.09 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 32 |
| SEP | 7201 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 8.88 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 33 |
| OCT | 8688 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.07 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 34 |
| NOV | 13411 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 35 |
| DEC | 15225 | 0 | 1982 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9.63 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 36 |
| JAN | 15079 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9.62 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 37 |
| FEB | 13014 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9.47 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 38 |
| MAR | 12751 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9.45 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 39 |
| APR | 7437 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.91 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 40 |
| MAY | 6557 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.79 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 41 |
| JUN | 5301 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.58 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 42 |
| JUL | 4300 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.37 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 43 |
| AUG | 5184 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.55 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 44 |
| SEP | 3395 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 45 |
| OCT | 3155 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.06 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 46 |
| NOV | 3497 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 47 |
| DEC | 3902 | 0 | 1983 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8.27 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 48 |
| JAN | 4866 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.49 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 |
| FEB | 4376 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.38 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| MAR | 4385 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.39 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 51 |
| APR | 3423 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.14 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 52 |
| MAY | 3286 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 53 |
| JUN | 3238 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.08 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 54 |
| JUL | 3190 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.07 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 55 |
| AUG | 3977 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 56 |
| SEP | 2864 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 7.96 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 57 |
| OCT | 3235 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.08 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 58 |
| NOV | 4414 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.39 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 59 |
| DEC | 4695 | 1 | 1984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8.45 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 60 |
| JAN | 6698 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.81 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 61 |
| FEB | 5797 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.67 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 62 |
| MAR | 4771 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.47 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 63 |
| APR | 4074 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.31 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 64 |
| MAY | 3536 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.17 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 65 |
| JUN | 3323 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.11 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 66 |
| JUL | 4116 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.32 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 67 |
| AUG | 3760 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 68 |
| SEP | 2930 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7.98 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 69 |
| OCT | 2861 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7.96 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 70 |
| NOV | 2966 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7.99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 71 |
| DEC | 4016 | 1 | 1985 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 8.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 72 |
| JAN | 5254 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.57 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 73 |
| FEB | 5205 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.56 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 74 |
| MAR | 4783 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.47 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 75 |
| APR | 4159 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.33 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 76 |
| MAY | 3470 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.15 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 77 |
| JUN | 3155 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.06 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 78 |
| JUL | 3831 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.25 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 79 |
| AUG | 3812 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.25 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 80 |
| SEP | 2700 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 7.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 81 |
| OCT | 2859 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 7.96 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 82 |
| NOV | 3018 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.01 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 83 |
| DEC | 4324 | 1 | 1986 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8.37 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 84 |
| JAN | 5430 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.6 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 85 |
| FEB | 5729 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.65 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 86 |
| MAR | 5303 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.58 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 87 |
| APR | 3561 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.18 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 88 |
| MAY | 3052 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.02 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 89 |
| JUN | 3282 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 90 |
| JUL | 3743 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.23 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 91 |
| AUG | 6782 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.82 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 92 |
| SEP | 2381 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 7.78 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 93 |
| OCT | 2090 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 7.64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 94 |
| NOV | 2301 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 7.74 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 95 |
| DEC | 3551 | 1 | 1987 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 8.17 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 96 |
| JAN | 5143 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.55 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 97 |
| FEB | 5966 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.69 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 98 |
| MAR | 5155 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.55 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 99 |
| APR | 2664 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.89 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 100 |
| MAY | 2251 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.72 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 101 |
| JUN | 2484 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.82 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 102 |
| JUL | 3430 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.14 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 103 |
| AUG | 5156 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 8.55 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 104 |
| SEP | 1993 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 105 |
| OCT | 1729 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.46 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 106 |
| NOV | 1982 | 1 | 1988 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.59 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 107 |