Dear Community,
I have a following challenge in generating a certain variable for my dataset (a sample is attached as -dataex- below).
A brief description of the data: it is a panel data on firm (variable ID) and year level. All firms are classified by Industry and sample is sorted by industry and by year. All firms have some good and bad characteristics (below, there are only two characteristics – Good_char and Bad_char but the actual data set has many more characteristics). Some firms in the dataset are classified as Good and some are classified as Bad. The task is as follows:
For each industry-year, sum the values of Good_char for Good firms only and record the computed value as a new variable (let’s say, Index_Good) for all firms in this industry-year combination. And the same logic for Bad firms: for each industry-year, sum the values of Bad_char for Bad firms only and record the computed value as a new variable (let’s say, Index_Bad) for all firms in this industry-year combination.
For example, for Food Products and Year 2001 (rows 127-140): there are two IDs marked as Good (rows 130 and 139). The sum of Good_char of these two Good fims = 1 (1 + 0). So, the Index_Good variable for all firms in this industry-year combination (rows 127-140) should equal 1.
I tried the following
egen Index_Good = total( Good_char ) if Good == 1, by( Industry Year )
but it assigns the computed value only to the Good firms in the sample, and all others are assigned missing values.
Many thanks in advance for your help,
Anastassia.
I have a following challenge in generating a certain variable for my dataset (a sample is attached as -dataex- below).
A brief description of the data: it is a panel data on firm (variable ID) and year level. All firms are classified by Industry and sample is sorted by industry and by year. All firms have some good and bad characteristics (below, there are only two characteristics – Good_char and Bad_char but the actual data set has many more characteristics). Some firms in the dataset are classified as Good and some are classified as Bad. The task is as follows:
For each industry-year, sum the values of Good_char for Good firms only and record the computed value as a new variable (let’s say, Index_Good) for all firms in this industry-year combination. And the same logic for Bad firms: for each industry-year, sum the values of Bad_char for Bad firms only and record the computed value as a new variable (let’s say, Index_Bad) for all firms in this industry-year combination.
For example, for Food Products and Year 2001 (rows 127-140): there are two IDs marked as Good (rows 130 and 139). The sum of Good_char of these two Good fims = 1 (1 + 0). So, the Index_Good variable for all firms in this industry-year combination (rows 127-140) should equal 1.
I tried the following
egen Index_Good = total( Good_char ) if Good == 1, by( Industry Year )
but it assigns the computed value only to the Good firms in the sample, and all others are assigned missing values.
Many thanks in advance for your help,
Anastassia.
Code:
* Example generated by -dataex-. For more info, type help dataex clear input double Year str16 ID float(Industry Good Bad) double(Good_char Bad_char) 1998 "72368610" 1 0 0 0 0 2001 "61166W10" 1 0 1 0 1 2002 "61166W10" 1 0 1 0 0 2003 "01623010" 1 0 0 0 0 2003 "24735710" 1 0 0 0 0 2003 "61166W10" 1 0 1 0 0 2003 "87908010" 1 0 0 0 0 2003 "91819410" 1 0 0 0 0 2003 "17003280" 1 1 0 0 0 2004 "17003280" 1 1 0 0 0 2004 "61166W10" 1 0 1 0 0 2004 "87908010" 1 0 0 0 0 2004 "01623010" 1 0 0 0 0 2004 "24735710" 1 0 0 0 0 2004 "91819410" 1 0 0 0 0 2004 "12803020" 1 0 0 0 0 2005 "91819410" 1 0 0 0 0 2005 "87908010" 1 0 0 0 0 2005 "61166W10" 1 0 0 0 0 2005 "24735710" 1 0 0 0 0 2005 "17003280" 1 1 0 0 0 2006 "87908010" 1 0 0 0 0 2006 "17003280" 1 0 0 0 0 2006 "24735710" 1 0 0 0 0 2006 "91819410" 1 0 0 0 0 2006 "61166W10" 1 0 1 0 0 2007 "12803020" 1 0 0 0 0 2007 "17003280" 1 0 0 0 0 2007 "91819410" 1 0 0 0 0 2007 "61166W10" 1 0 1 0 1 2007 "G3673810" 1 0 0 0 0 2007 "87908010" 1 0 0 0 0 2008 "12803020" 1 0 0 0 0 2008 "87908010" 1 0 0 0 0 2008 "17003280" 1 0 0 0 0 2008 "61166W10" 1 0 0 0 1 2008 "G3673810" 1 0 0 0 0 2008 "91819410" 1 0 0 0 0 2009 "91819410" 1 0 0 0 0 2009 "12803020" 1 0 0 0 0 2009 "17003280" 1 0 0 0 0 2009 "87908010" 1 0 0 0 0 2009 "61166W10" 1 0 0 0 1 2009 "G3673810" 1 0 0 0 0 2010 "17003280" 1 0 0 0 . 2010 "25660310" 1 0 0 0 . 2010 "12803020" 1 0 0 0 . 2010 "61166W10" 1 0 0 0 . 2010 "91819410" 1 0 0 . . 2010 "G3673810" 1 0 0 0 . 2010 "87908010" 1 0 0 0 . 2011 "61166W10" 1 0 0 0 . 2011 "17003280" 1 0 0 0 . 2011 "91819410" 1 0 0 . . 2011 "12803020" 1 0 0 0 . 2011 "25660310" 1 0 0 0 . 2011 "G3673810" 1 0 0 0 . 2011 "53274610" 1 0 0 0 . 2011 "87908010" 1 0 0 0 . 2012 "12803020" 1 0 0 . . 2012 "61166W10" 1 0 1 0 . 2012 "87908010" 1 0 0 0 . 2012 "53274610" 1 0 0 0 . 2012 "91819410" 1 0 0 . . 2012 "17003280" 1 0 0 . . 2012 "25660310" 1 0 0 . . 2013 "12803020" 1 0 0 . . 2013 "91819410" 1 0 0 . . 2013 "61166W10" 1 0 1 0 . 2013 "01623010" 1 0 0 . . 2013 "87908010" 1 0 0 . . 2014 "12803020" 1 0 0 . . 2014 "61166W10" 1 0 1 0 . 2014 "91819410" 1 0 0 . . 2014 "87908010" 1 0 0 . . 2015 "91819410" 1 0 0 . . 2015 "01623010" 1 0 0 . . 2015 "61166W10" 1 0 1 0 . 2015 "87908010" 1 0 0 . . 2015 "12803020" 1 0 0 . . 2016 "12803020" 1 0 0 . . 2016 "91819410" 1 0 0 . . 2016 "61166W10" 1 1 0 0 . 2016 "87908010" 1 0 0 . . 1998 "42786610" 2 0 0 0 0 1998 "75127730" 2 0 0 0 0 1998 "98252610" 2 0 0 0 0 1998 "20588710" 2 0 1 0 1 1998 "89051610" 2 0 0 0 0 1998 "03948310" 2 0 1 0 0 1998 "08146510" 2 0 0 0 0 1998 "08658U10" 2 0 1 0 1 1998 "67611110" 2 1 0 0 0 1998 "74740210" 2 0 0 0 0 1998 "48783610" 2 0 0 0 0 1998 "13442910" 2 0 0 0 0 1998 "37033410" 2 0 0 0 0 1998 "09676110" 2 0 0 0 0 1998 "87224510" 2 0 0 0 0 1999 "75127730" 2 0 0 0 0 1999 "37033410" 2 0 0 0 0 1999 "08658U10" 2 0 1 0 1 1999 "74740210" 2 0 0 0 0 1999 "20588710" 2 0 1 0 1 1999 "89051610" 2 0 0 0 0 1999 "03948310" 2 0 1 0 0 1999 "08146510" 2 0 0 0 0 1999 "67611110" 2 0 0 0 0 1999 "09676110" 2 0 0 0 0 1999 "42786610" 2 0 0 0 0 1999 "62952P10" 2 0 0 0 0 1999 "48783610" 2 0 0 0 0 1999 "13442910" 2 0 1 0 0 1999 "87224510" 2 0 0 0 0 1999 "98252610" 2 0 0 0 0 2000 "20588710" 2 0 1 0 1 2000 "44043T10" 2 1 0 0 0 2000 "74740210" 2 0 0 0 0 2000 "13442910" 2 0 1 0 0 2000 "42786610" 2 0 0 0 0 2000 "98252610" 2 0 0 0 0 2000 "89051610" 2 0 0 0 0 2000 "37033410" 2 0 0 0 0 2000 "48783610" 2 0 0 0 0 2000 "75127730" 2 0 0 0 0 2000 "67611110" 2 0 0 0 0 2001 "44045210" 2 0 0 0 0 2001 "03948310" 2 0 1 0 0 2001 "13442910" 2 0 1 0 0 2001 "44043T10" 2 1 0 1 0 2001 "37033410" 2 0 0 0 0 2001 "09676110" 2 0 0 0 0 2001 "57978020" 2 0 0 0 0 2001 "20588710" 2 0 1 0 1 2001 "42786610" 2 0 0 0 0 2001 "98252610" 2 0 0 0 0 2001 "90249410" 2 0 1 0 0 2001 "48783610" 2 0 0 0 0 2001 "40521710" 2 1 0 0 0 2001 "89051610" 2 0 0 0 0 2002 "09676110" 2 0 0 0 0 2002 "13442910" 2 0 0 0 0 2002 "20588710" 2 0 1 0 1 2002 "44043T10" 2 1 0 1 0 2002 "98252610" 2 0 0 0 0 2002 "89051610" 2 0 0 0 0 2002 "40521710" 2 1 0 1 0 2002 "03948310" 2 0 1 0 0 2002 "83269640" 2 1 0 1 0 2002 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"83269640" 2 0 0 0 0 2005 "30767510" 2 0 0 0 0 2005 "74060C10" 2 0 1 0 0 2005 "80001310" 2 0 0 0 0 2005 "89051610" 2 0 0 0 0 2005 "75734R10" 2 0 0 0 0 2005 "44045210" 2 0 0 0 0 2005 "70556010" 2 0 0 0 0 2005 "75102810" 2 0 0 0 0 2005 "34349810" 2 0 0 0 0 2006 "75734R10" 2 0 0 0 0 2006 "34349810" 2 0 0 0 0 2006 "44045210" 2 0 0 0 0 2006 "80001310" 2 0 1 0 0 2006 "13442910" 2 0 1 0 0 2006 "98252610" 2 0 0 0 0 2006 "83269640" 2 1 0 0 0 2006 "46603210" 2 0 0 0 0 2006 "89469A10" 2 0 0 0 0 2006 "30767510" 2 0 0 0 0 2006 "51384710" 2 0 0 0 0 2006 "90249410" 2 0 1 0 0 2006 "58470H10" 2 0 0 0 0 2006 "37033410" 2 1 0 0 0 2006 "75102810" 2 0 0 0 0 2006 "48783610" 2 1 0 0 0 2006 "70556010" 2 0 0 0 0 2006 "45309620" 2 0 0 0 0 2006 "25260310" 2 0 0 0 0 2006 "40521710" 2 1 0 1 0 2006 "23726610" 2 0 0 0 0 2006 "42786610" 2 0 0 0 0 2006 "89051610" 2 0 1 0 0 2006 "57978020" 2 0 0 0 0 2006 "20588710" 2 0 1 0 1 2007 "34349810" 2 0 0 0 0 2007 "51384710" 2 0 0 0 0 2007 "75102810" 2 0 0 0 0 2007 "83269640" 2 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"26017410" 7 0 0 0 0 2003 "45990210" 7 0 0 0 0 2003 "75540810" 7 0 0 0 0 2003 "05480210" 7 0 0 0 0 end label values Industry ffi48 label def ffi48 1 "Agriculture", modify label def ffi48 2 "Food Products", modify label def ffi48 3 "Candy & Soda", modify label def ffi48 4 "Beer & Liquor", modify label def ffi48 5 "Tobacco Products", modify label def ffi48 6 "Recreation", modify label def ffi48 7 "Entertainment", modify

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