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I have the following data (74 entries) and am trying to identify the process in RapidMiner to conduct an exploratory analysis (Correlation, Regression) of the
I have the following data (74 entries) and am trying to identify the process in RapidMiner to conduct an exploratory analysis (Correlation, Regression) of the relationship between the president's political party affiliation and this consumer good's Producer Price Index value which is averaged over each year annually.
I also have the PPI values quarterly and monthly for the same years which will be assessed using the same process.
Years (after inauguration) | President | Party | PPI Observation Date | PPI_YrAvg |
1947 | Harry S. Truman | Democrat | 1/1/1947 | 22.5 |
1948 | Harry S. Truman | Democrat | 1/1/1948 | 25.5 |
1949 | Harry S. Truman | Democrat | 1/1/1949 | 27.4 |
1950 | Harry S. Truman | Democrat | 1/1/1950 | 28.4 |
1951 | Harry S. Truman | Democrat | 1/1/1951 | 33.2 |
1952 | Harry S. Truman | Democrat | 1/1/1952 | 32.1 |
1953 | Dwight D. Eisenhower | Republican | 1/1/1953 | 31.9 |
1954 | Dwight D. Eisenhower | Republican | 1/1/1954 | 31.9 |
1955 | Dwight D. Eisenhower | Republican | 1/1/1955 | 33.6 |
1956 | Dwight D. Eisenhower | Republican | 1/1/1956 | 35.7 |
1957 | Dwight D. Eisenhower | Republican | 1/1/1957 | 36.5 |
1958 | Dwight D. Eisenhower | Republican | 1/1/1958 | 36.5 |
1959 | Dwight D. Eisenhower | Republican | 1/1/1959 | 35.7 |
1960 | Dwight D. Eisenhower | Republican | 1/1/1960 | 35.5 |
1961 | John F. Kennedy | Democrat | 1/1/1961 | 37.5 |
1962 | John F. Kennedy | Democrat | 1/1/1962 | 37.5 |
1963 | Lyndon B. Johnson | Democrat | 1/1/1963 | 37.6 |
1964 | Lyndon B. Johnson | Democrat | 1/1/1964 | 37.9 |
1965 | Lyndon B. Johnson | Democrat | 1/1/1965 | 39.5 |
1966 | Lyndon B. Johnson | Democrat | 1/1/1966 | 39.5 |
1967 | Lyndon B. Johnson | Democrat | 1/1/1967 | 39.4 |
1968 | Lyndon B. Johnson | Democrat | 1/1/1968 | 40.9 |
1969 | Richard M. Nixon | Republican | 1/1/1969 | 42.2 |
1970 | Richard M. Nixon | Republican | 1/1/1970 | 46.2 |
1971 | Richard M. Nixon | Republican | 1/1/1971 | 47.4 |
1972 | Richard M. Nixon | Republican | 1/1/1972 | 48.4 |
1973 | Richard M. Nixon | Republican | 1/1/1973 | 49.2 |
1974 | Gerald Ford | Republican | 1/1/1974 | 53.2 |
1975 | Gerald Ford | Republican | 1/1/1975 | 59.7 |
1976 | Gerald Ford | Republican | 1/1/1976 | 62.3 |
1977 | Jimmy Carter | Democrat | 1/1/1977 | 67.5 |
1978 | Jimmy Carter | Democrat | 1/1/1978 | 72.8 |
1979 | Jimmy Carter | Democrat | 1/1/1979 | 80.5 |
1980 | Jimmy Carter | Democrat | 1/1/1980 | 88.7 |
1981 | Ronald Reagan | Republican | 1/1/1981 | 96.9 |
1982 | Ronald Reagan | Republican | 1/1/1982 | 100.0 |
1983 | Ronald Reagan | Republican | 1/1/1983 | 110.0 |
1984 | Ronald Reagan | Republican | 1/1/1984 | 115.9 |
1985 | Ronald Reagan | Republican | 1/1/1985 | 123.5 |
1986 | Ronald Reagan | Republican | 1/1/1986 | 126.3 |
1987 | Ronald Reagan | Republican | 1/1/1987 | 125.0 |
1988 | Ronald Reagan | Republican | 1/1/1988 | 130.2 |
1989 | George Bush | Republican | 1/1/1989 | 136.4 |
1990 | George Bush | Republican | 1/1/1990 | 133.4 |
1991 | George Bush | Republican | 1/1/1991 | 138.9 |
1992 | George Bush | Republican | 1/1/1992 | 138.3 |
1993 | Bill Clinton | Democrat | 1/1/1993 | 139.5 |
1994 | Bill Clinton | Democrat | 1/1/1994 | 140.3 |
1995 | Bill Clinton | Democrat | 1/1/1995 | 144.3 |
1996 | Bill Clinton | Democrat | 1/1/1996 | 143.1 |
1997 | Bill Clinton | Democrat | 1/1/1997 | 142.8 |
1998 | Bill Clinton | Democrat | 1/1/1998 | 144.1 |
1999 | Bill Clinton | Democrat | 1/1/1999 | 144.2 |
2000 | Bill Clinton | Democrat | 1/1/2000 | 144.9 |
2001 | George W. Bush | Republican | 1/1/2001 | 143.9 |
2002 | George W. Bush | Republican | 1/1/2002 | 144.3 |
2003 | George W. Bush | Republican | 1/1/2003 | 145.2 |
2004 | George W. Bush | Republican | 1/1/2004 | 148.9 |
2005 | George W. Bush | Republican | 1/1/2005 | 162.5 |
2006 | George W. Bush | Republican | 1/1/2006 | 171.5 |
2007 | George W. Bush | Republican | 1/1/2007 | 198.7 |
2008 | George W. Bush | Republican | 1/1/2008 | 250.3 |
2009 | Barack Obama | Democrat | 1/1/2009 | 248.9 |
2010 | Barack Obama | Democrat | 1/1/2010 | 261.6 |
2011 | Barack Obama | Democrat | 1/1/2011 | 297.9 |
2012 | Barack Obama | Democrat | 1/1/2012 | 304.5 |
2013 | Barack Obama | Democrat | 1/1/2013 | 315.4 |
2014 | Barack Obama | Democrat | 1/1/2014 | 323.4 |
2015 | Barack Obama | Democrat | 1/1/2015 | 338.6 |
2016 | Barack Obama | Democrat | 1/1/2016 | 345.5 |
2017 | Donald Trump | Republican | 1/1/2017 | 341.6 |
2018 | Donald Trump | Republican | 1/1/2018 | 358.3 |
2019 | Donald Trump | Republican | 1/1/2019 | 362.2 |
2020 | Donald Trump | Republican | 1/1/2020 | 369.9 |
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