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Testing org babel output raw

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Vikas Rawal 6 years ago
parent ecbcb718a7
commit ce15b5fcb1
1 changed files with 183 additions and 171 deletions
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associations.org
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@ -5,7 +5,7 @@
#+NAME: sassociation1 #+NAME: sassociation1
#+BEGIN_SRC R :results output list org #+BEGIN_SRC R :results output raw
library(data.table) library(data.table)
readRDS("plfsdata/plfsacjdata.rds")->worker readRDS("plfsdata/plfsacjdata.rds")->worker
worker$standardwage->worker$wage worker$standardwage->worker$wage
@ -19,30 +19,32 @@
#+end_src #+end_src
#+RESULTS: sassociation1 #+RESULTS: sassociation1
#+begin_src org
- Pearson's product-moment correlation Pearson's product-moment correlation
- data: worker$wage and worker$years_edu
- t = 35.998, df = 37633, p-value < 0.00000000000000022 data: worker$wage and worker$years_edu
- alternative hypothesis: true correlation is not equal to 0 t = 35.998, df = 37633, p-value < 0.00000000000000022
- 95 percent confidence interval: alternative hypothesis: true correlation is not equal to 0
- 0.1726625 0.1921962 95 percent confidence interval:
- sample estimates: 0.1726625 0.1921962
- cor sample estimates:
- 0.1824473 cor
- Pearson's product-moment correlation 0.1824473
- data: worker$wage and worker$age
- t = 9.3777, df = 37633, p-value < 0.00000000000000022 Pearson's product-moment correlation
- alternative hypothesis: true correlation is not equal to 0
- 95 percent confidence interval: data: worker$wage and worker$age
- 0.03819950 0.05835859 t = 9.3777, df = 37633, p-value < 0.00000000000000022
- sample estimates: alternative hypothesis: true correlation is not equal to 0
- cor 95 percent confidence interval:
- 0.04828396 0.03819950 0.05835859
#+end_src sample estimates:
cor
0.04828396
#+NAME: sassociation2 #+NAME: sassociation2
#+BEGIN_SRC R :results output list org #+BEGIN_SRC R :results output raw
lm(wage~sex+age+years_edu, lm(wage~sex+age+years_edu,
data=worker)->t data=worker)->t
summary(t) summary(t)
@ -59,145 +61,156 @@
#+end_src #+end_src
#+RESULTS: sassociation2 #+RESULTS: sassociation2
#+begin_src org Call:
- Call: lm(formula = wage ~ sex
- lm(formula = wage ~ sex age
- age years_edu, data = worker)
- years_edu, data = worker)
- Residuals: Residuals:
- Min 1Q Median 3Q Max Min 1Q Median 3Q Max
- -292.30 -74.80 -14.61 57.25 2170.72 -292.30 -74.80 -14.61 57.25 2170.72
- Coefficients:
- Estimate Std. Error t value Pr(>|t|) Coefficients:
- (Intercept) 327.62380 3.44462 95.11 <0.0000000000000002 *** Estimate Std. Error t value Pr(>|t|)
- sex -97.04291 1.67477 -57.94 <0.0000000000000002 *** (Intercept) 327.62380 3.44462 95.11 <0.0000000000000002 ***
- age 1.38151 0.05526 25.00 <0.0000000000000002 *** sex -97.04291 1.67477 -57.94 <0.0000000000000002 ***
- years_edu 4.48268 0.15777 28.41 <0.0000000000000002 *** age 1.38151 0.05526 25.00 <0.0000000000000002 ***
- --- years_edu 4.48268 0.15777 28.41 <0.0000000000000002 ***
- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 ---
- Residual standard error: 121.9 on 37631 degrees of freedom Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
- Multiple R-squared: 0.1261, Adjusted R-squared: 0.126
- F-statistic: 1809 on 3 and 37631 DF, p-value: < 0.00000000000000022 Residual standard error: 121.9 on 37631 degrees of freedom
- Call: Multiple R-squared: 0.1261, Adjusted R-squared: 0.126
- lm(formula = wage ~ sex F-statistic: 1809 on 3 and 37631 DF, p-value: < 0.00000000000000022
- age
- years_edu Call:
- sector lm(formula = wage ~ sex
- social_group age
- religion years_edu
- quarter, data = worker) sector
- Residuals: social_group
- Min 1Q Median 3Q Max
- -315.65 -72.11 -14.15 52.51 2140.20 religion
- Coefficients: quarter, data = worker)
- Estimate Std. Error t value Pr(>|t|)
- (Intercept) 257.94757 3.99129 64.628 < 0.0000000000000002 *** Residuals:
- sex -86.56036 1.65149 -52.414 < 0.0000000000000002 *** Min 1Q Median 3Q Max
- age 1.23305 0.05423 22.735 < 0.0000000000000002 *** -315.65 -72.11 -14.15 52.51 2140.20
- years_edu 3.76046 0.15523 24.225 < 0.0000000000000002 ***
- sector2 30.32294 1.41191 21.477 < 0.0000000000000002 *** Coefficients:
- social_group2 29.29921 2.21158 13.248 < 0.0000000000000002 *** Estimate Std. Error t value Pr(>|t|)
- social_group3 38.85215 2.10791 18.432 < 0.0000000000000002 *** (Intercept) 257.94757 3.99129 64.628 < 0.0000000000000002 ***
- social_group9 36.39078 2.37599 15.316 < 0.0000000000000002 *** sex -86.56036 1.65149 -52.414 < 0.0000000000000002 ***
- religion2 15.28020 1.88933 8.088 0.000000000000000626 *** age 1.23305 0.05423 22.735 < 0.0000000000000002 ***
- religion3 70.06425 3.05735 22.917 < 0.0000000000000002 *** years_edu 3.76046 0.15523 24.225 < 0.0000000000000002 ***
- religion4 0.90753 4.34322 0.209 0.834486 sector2 30.32294 1.41191 21.477 < 0.0000000000000002 ***
- religion5 9.92952 16.27422 0.610 0.541774 social_group2 29.29921 2.21158 13.248 < 0.0000000000000002 ***
- religion6 -27.61440 5.46808 -5.050 0.000000443610331942 *** social_group3 38.85215 2.10791 18.432 < 0.0000000000000002 ***
- religion7 -28.12453 44.72117 -0.629 0.529427 social_group9 36.39078 2.37599 15.316 < 0.0000000000000002 ***
- religion9 22.53928 5.90700 3.816 0.000136 *** religion2 15.28020 1.88933 8.088 0.000000000000000626 ***
- quarterQ2 11.19254 1.98958 5.626 0.000000018618898647 *** religion3 70.06425 3.05735 22.917 < 0.0000000000000002 ***
- quarterQ3 15.15791 1.89871 7.983 0.000000000000001465 *** religion4 0.90753 4.34322 0.209 0.834486
- quarterQ4 25.67351 1.85931 13.808 < 0.0000000000000002 *** religion5 9.92952 16.27422 0.610 0.541774
- quarterQ5 32.23325 2.39793 13.442 < 0.0000000000000002 *** religion6 -27.61440 5.46808 -5.050 0.000000443610331942 ***
- --- religion7 -28.12453 44.72117 -0.629 0.529427
- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 religion9 22.53928 5.90700 3.816 0.000136 ***
- Residual standard error: 118.3 on 37616 degrees of freedom quarterQ2 11.19254 1.98958 5.626 0.000000018618898647 ***
- Multiple R-squared: 0.1778, Adjusted R-squared: 0.1774 quarterQ3 15.15791 1.89871 7.983 0.000000000000001465 ***
- F-statistic: 451.8 on 18 and 37616 DF, p-value: < 0.00000000000000022 quarterQ4 25.67351 1.85931 13.808 < 0.0000000000000002 ***
- Call: quarterQ5 32.23325 2.39793 13.442 < 0.0000000000000002 ***
- lm(formula = wage ~ sex ---
- age Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
- years_edu
- sector Residual standard error: 118.3 on 37616 degrees of freedom
- social_group Multiple R-squared: 0.1778, Adjusted R-squared: 0.1774
- religion F-statistic: 451.8 on 18 and 37616 DF, p-value: < 0.00000000000000022
- quarter
- state, data = worker) Call:
- Residuals: lm(formula = wage ~ sex
- Min 1Q Median 3Q Max age
- -421.28 -53.87 -3.68 47.22 1919.02 years_edu
- Coefficients: sector
- Estimate Std. Error t value Pr(>|t|) social_group
- (Intercept) 444.01115 4.77338 93.018 < 0.0000000000000002 ***
- sex -90.39577 1.35581 -66.673 < 0.0000000000000002 *** religion
- age 0.09864 0.04447 2.218 0.026552 * quarter
- years_edu 0.78564 0.12845 6.116 0.00000000096630021 *** state, data = worker)
- sector2 20.38448 1.17589 17.335 < 0.0000000000000002 ***
- social_group2 8.16327 1.89780 4.301 0.00001701239040995 *** Residuals:
- social_group3 7.00001 1.82389 3.838 0.000124 *** Min 1Q Median 3Q Max
- social_group9 14.48824 2.02081 7.170 0.00000000000076649 *** -421.28 -53.87 -3.68 47.22 1919.02
- religion2 3.06706 1.61097 1.904 0.056937 .
- religion3 3.99327 3.09503 1.290 0.196982 Coefficients:
- religion4 1.21196 4.75423 0.255 0.798784 Estimate Std. Error t value Pr(>|t|)
- religion5 18.31698 13.00836 1.408 0.159112 (Intercept) 444.01115 4.77338 93.018 < 0.0000000000000002 ***
- religion6 11.40087 4.59791 2.480 0.013158 * sex -90.39577 1.35581 -66.673 < 0.0000000000000002 ***
- religion7 1.18490 35.69842 0.033 0.973522 age 0.09864 0.04447 2.218 0.026552 *
- religion9 22.95917 4.86976 4.715 0.00000243003135992 *** years_edu 0.78564 0.12845 6.116 0.00000000096630021 ***
- quarterQ2 10.21411 1.58877 6.429 0.00000000013002120 *** sector2 20.38448 1.17589 17.335 < 0.0000000000000002 ***
- quarterQ3 16.82258 1.51923 11.073 < 0.0000000000000002 *** social_group2 8.16327 1.89780 4.301 0.00001701239040995 ***
- quarterQ4 25.14926 1.49016 16.877 < 0.0000000000000002 *** social_group3 7.00001 1.82389 3.838 0.000124 ***
- quarterQ5 33.08983 1.95044 16.965 < 0.0000000000000002 *** social_group9 14.48824 2.02081 7.170 0.00000000000076649 ***
- state02 -68.16250 5.62831 -12.111 < 0.0000000000000002 *** religion2 3.06706 1.61097 1.904 0.056937 .
- state03 -96.24984 5.63379 -17.084 < 0.0000000000000002 *** religion3 3.99327 3.09503 1.290 0.196982
- state04 -71.16512 23.87015 -2.981 0.002872 ** religion4 1.21196 4.75423 0.255 0.798784
- state05 -115.06098 7.55209 -15.236 < 0.0000000000000002 *** religion5 18.31698 13.00836 1.408 0.159112
- state06 -69.65578 5.27142 -13.214 < 0.0000000000000002 *** religion6 11.40087 4.59791 2.480 0.013158 *
- state07 -46.63160 13.00126 -3.587 0.000335 *** religion7 1.18490 35.69842 0.033 0.973522
- state08 -93.14096 4.86947 -19.128 < 0.0000000000000002 *** religion9 22.95917 4.86976 4.715 0.00000243003135992 ***
- state09 -130.45617 4.11177 -31.728 < 0.0000000000000002 *** quarterQ2 10.21411 1.58877 6.429 0.00000000013002120 ***
- state1 -14.79943 6.61379 -2.238 0.025249 * quarterQ3 16.82258 1.51923 11.073 < 0.0000000000000002 ***
- state10 -111.30326 4.22934 -26.317 < 0.0000000000000002 *** quarterQ4 25.14926 1.49016 16.877 < 0.0000000000000002 ***
- state11 -30.89194 13.71763 -2.252 0.024329 * quarterQ5 33.08983 1.95044 16.965 < 0.0000000000000002 ***
- state12 -69.11195 8.17680 -8.452 < 0.0000000000000002 *** state02 -68.16250 5.62831 -12.111 < 0.0000000000000002 ***
- state13 -23.54944 16.54163 -1.424 0.154557 state03 -96.24984 5.63379 -17.084 < 0.0000000000000002 ***
- state14 -58.14358 5.19732 -11.187 < 0.0000000000000002 *** state04 -71.16512 23.87015 -2.981 0.002872 **
- state15 -67.54526 6.62181 -10.200 < 0.0000000000000002 *** state05 -115.06098 7.55209 -15.236 < 0.0000000000000002 ***
- state16 -45.92342 5.48738 -8.369 < 0.0000000000000002 *** state06 -69.65578 5.27142 -13.214 < 0.0000000000000002 ***
- state17 -53.92123 6.67236 -8.081 0.00000000000000066 *** state07 -46.63160 13.00126 -3.587 0.000335 ***
- state18 -86.09270 4.86428 -17.699 < 0.0000000000000002 *** state08 -93.14096 4.86947 -19.128 < 0.0000000000000002 ***
- state19 -150.31537 3.89883 -38.554 < 0.0000000000000002 *** state09 -130.45617 4.11177 -31.728 < 0.0000000000000002 ***
- state2 -56.38856 11.04817 -5.104 0.00000033437294375 *** state1 -14.79943 6.61379 -2.238 0.025249 *
- state20 -137.77298 4.59079 -30.011 < 0.0000000000000002 *** state10 -111.30326 4.22934 -26.317 < 0.0000000000000002 ***
- state21 -147.27217 4.45380 -33.067 < 0.0000000000000002 *** state11 -30.89194 13.71763 -2.252 0.024329 *
- state22 -172.27146 4.70857 -36.587 < 0.0000000000000002 *** state12 -69.11195 8.17680 -8.452 < 0.0000000000000002 ***
- state23 -161.52791 4.12939 -39.117 < 0.0000000000000002 *** state13 -23.54944 16.54163 -1.424 0.154557
- state24 -145.44044 4.54569 -31.995 < 0.0000000000000002 *** state14 -58.14358 5.19732 -11.187 < 0.0000000000000002 ***
- state25 -63.12764 47.32958 -1.334 0.182281 state15 -67.54526 6.62181 -10.200 < 0.0000000000000002 ***
- state26 -102.84861 30.08812 -3.418 0.000631 *** state16 -45.92342 5.48738 -8.369 < 0.0000000000000002 ***
- state27 -142.91329 3.89854 -36.658 < 0.0000000000000002 *** state17 -53.92123 6.67236 -8.081 0.00000000000000066 ***
- state28 -84.41173 4.12350 -20.471 < 0.0000000000000002 *** state18 -86.09270 4.86428 -17.699 < 0.0000000000000002 ***
- state29 -100.69647 4.08499 -24.650 < 0.0000000000000002 *** state19 -150.31537 3.89883 -38.554 < 0.0000000000000002 ***
- state3 -121.25472 6.44927 -18.801 < 0.0000000000000002 *** state2 -56.38856 11.04817 -5.104 0.00000033437294375 ***
- state30 25.50491 11.26961 2.263 0.023632 * state20 -137.77298 4.59079 -30.011 < 0.0000000000000002 ***
- state31 112.13284 13.52131 8.293 < 0.0000000000000002 *** state21 -147.27217 4.45380 -33.067 < 0.0000000000000002 ***
- state32 146.37176 4.10836 35.628 < 0.0000000000000002 *** state22 -172.27146 4.70857 -36.587 < 0.0000000000000002 ***
- state33 -40.33733 3.97872 -10.138 < 0.0000000000000002 *** state23 -161.52791 4.12939 -39.117 < 0.0000000000000002 ***
- state34 -61.09002 6.25575 -9.765 < 0.0000000000000002 *** state24 -145.44044 4.54569 -31.995 < 0.0000000000000002 ***
- state35 17.72228 8.72443 2.031 0.042227 * state25 -63.12764 47.32958 -1.334 0.182281
- state36 -85.02720 4.53862 -18.734 < 0.0000000000000002 *** state26 -102.84861 30.08812 -3.418 0.000631 ***
- state4 -68.28980 27.50122 -2.483 0.013027 * state27 -142.91329 3.89854 -36.658 < 0.0000000000000002 ***
- state5 -144.20165 8.92408 -16.159 < 0.0000000000000002 *** state28 -84.41173 4.12350 -20.471 < 0.0000000000000002 ***
- state6 -71.93804 8.39931 -8.565 < 0.0000000000000002 *** state29 -100.69647 4.08499 -24.650 < 0.0000000000000002 ***
- state7 -41.36610 17.62915 -2.346 0.018958 * state3 -121.25472 6.44927 -18.801 < 0.0000000000000002 ***
- state8 -103.71783 6.46870 -16.034 < 0.0000000000000002 *** state30 25.50491 11.26961 2.263 0.023632 *
- state9 -152.19543 5.27778 -28.837 < 0.0000000000000002 *** state31 112.13284 13.52131 8.293 < 0.0000000000000002 ***
- --- state32 146.37176 4.10836 35.628 < 0.0000000000000002 ***
- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 state33 -40.33733 3.97872 -10.138 < 0.0000000000000002 ***
- Residual standard error: 94.36 on 37572 degrees of freedom state34 -61.09002 6.25575 -9.765 < 0.0000000000000002 ***
- Multiple R-squared: 0.4771, Adjusted R-squared: 0.4763 state35 17.72228 8.72443 2.031 0.042227 *
- F-statistic: 553 on 62 and 37572 DF, p-value: < 0.00000000000000022 state36 -85.02720 4.53862 -18.734 < 0.0000000000000002 ***
#+end_src state4 -68.28980 27.50122 -2.483 0.013027 *
state5 -144.20165 8.92408 -16.159 < 0.0000000000000002 ***
state6 -71.93804 8.39931 -8.565 < 0.0000000000000002 ***
state7 -41.36610 17.62915 -2.346 0.018958 *
state8 -103.71783 6.46870 -16.034 < 0.0000000000000002 ***
state9 -152.19543 5.27778 -28.837 < 0.0000000000000002 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 94.36 on 37572 degrees of freedom
Multiple R-squared: 0.4771, Adjusted R-squared: 0.4763
F-statistic: 553 on 62 and 37572 DF, p-value: < 0.00000000000000022
#+NAME: sassociation3 #+NAME: sassociation3
#+BEGIN_SRC R :results output graphics :file bsample2.png :width 2500 :height 1500 :res 300 #+BEGIN_SRC R :results output graphics :file bsample2.png :width 2500 :height 1500 :res 300
@ -221,7 +234,7 @@
[[file:bsample2.png]] [[file:bsample2.png]]
#+NAME: roughwork #+NAME: roughwork
#+BEGIN_SRC R :results output list org #+BEGIN_SRC R :results value :colnames yes :hlines
worker->t worker->t
t[,years_edu:=as.numeric(years_edu)] t[,years_edu:=as.numeric(years_edu)]
t[years_edu==0,category:=3] t[years_edu==0,category:=3]
@ -238,12 +251,11 @@
#+end_src #+end_src
#+RESULTS: roughwork #+RESULTS: roughwork
#+begin_src org | category | sex | V1 | prop |
- category sex V1 prop |----------+-----+-------+-------------------|
- 1: 1 2 3697 0.52995986 | 1 | 2 | 3697 | 0.529959862385321 |
- 2: 1 1 7066 0.23051577 | 1 | 1 | 7066 | 0.230515773333768 |
- 3: 2 2 3047 0.43678326 | 2 | 2 | 3047 | 0.436783256880734 |
- 4: 2 1 20363 0.66430692 | 2 | 1 | 20363 | 0.664306919387988 |
- 5: 3 1 3224 0.10517731 | 3 | 1 | 3224 | 0.105177307278244 |
- 6: 3 2 232 0.03325688 | 3 | 2 | 232 | 0.033256880733945 |
#+end_src

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