Hi
this is my third time trying to post this question but adding the log keeps flagging and deleting the question due to spam... @PaigeMiller you last commented so i hope you don't mind me tagging you into this new post.
the code:
PROC IMPORT
DATAFILE = '/home/imdb-videogames.csv'
OUT = Videogame_data
DBMS = CSV
REPLACE;
RUN;
DATA Videogame_data;
SET Videogame_data;
IF NOT MISSING(rating) AND NOT MISSING(votes) AND NOT MISSING(certificate);
RUN;
PROC SORT DATA=Videogame_data OUT=clean_videogamedata NODUPKEY;
BY name;
RUN;
DATA Videogame_data;
SET clean_videogamedata;
RUN;
proc sql;
create table multi_genre_games as
select name,
case when action = 'True' then 'Action' else '' end ||
case when adventure = 'True' then ', Adventure' else '' end ||
case when comedy = 'True' then ', Comedy' else '' end ||
case when crime = 'True' then ', Crime' else '' end ||
case when family = 'True' then ', Family' else '' end ||
case when fantasy = 'True' then ', Fantasy' else '' end ||
case when mystery = 'True' then ', Mystery' else '' end ||
case when sci_fi = 'True' then ', Sci-Fi' else '' end ||
case when thriller = 'True' then ', Thriller' else '' end as genres
from clean_videogamedata
group by name
having countw(genres, ',') > 1;
quit;
proc print data=multi_genre_games;
var name genres;
title 'Games with multiple genres';
run;
proc sql;
select count(*) as num_multi_genre_games
from multi_genre_games;
quit;
proc sql;
select count(*) as num_single_genre_games
from (
select name,
case when action = 'True' then 1 else 0 end +
case when adventure = 'True' then 1 else 0 end +
case when comedy = 'True' then 1 else 0 end +
case when crime = 'True' then 1 else 0 end +
case when family = 'True' then 1 else 0 end +
case when fantasy = 'True' then 1 else 0 end +
case when mystery = 'True' then 1 else 0 end +
case when sci_fi = 'True' then 1 else 0 end +
case when thriller = 'True' then 1 else 0 end as num_genres
from clean_videogamedata
)
where num_genres = 1;
quit;
proc freq data=multi_genre_games;
tables genres / nocum nopercent out=multi_genre_counts;
run;
proc sql;
create table game_counts as
select 'Multi-Genre' as type, count(*) as count from multi_genre_games
union all
select 'Single-Genre' as type, count(*) as count from clean_videogamedata where name not in (select name from multi_genre_games);
quit;
proc print data=game_counts;
title 'Game Genre Distribution';
run;
title 'Game Genre Distribution';
proc gchart data=game_counts;
pie type / sumvar=count;
run;
QUIT;
LOG
1 OPTIONS NONOTES NOSTIMER NOSOURCE NOSYNTAXCHECK;
68
69 PROC IMPORT
70 DATAFILE = '/home/u63300316/Business Analytics/cw2/B.A.G6/imdb-videogames.csv'
71 OUT = Videogame_data
72 DBMS = CSV
73 REPLACE;
74 RUN;
NOTE: Unable to open parameter catalog: SASUSER.PARMS.PARMS.SLIST in update mode. Temporary parameter values will be saved to
WORK.PARMS.PARMS.SLIST.
Name is not a valid SAS name.
Problems were detected with provided names. See LOG.
75 /**********************************************************************
76 * PRODUCT: SAS
77 * VERSION: 9.4
78 * CREATOR: External File Interface
79 * DATE: 01MAY23
80 * DESC: Generated SAS Datastep Code
81 * TEMPLATE SOURCE: (None Specified.)
82 ***********************************************************************/
83 data WORK.VIDEOGAME_DATA ;
84 %let _EFIERR_ = 0; /* set the ERROR detection macro variable */
85 infile '/home/u63300316/Business Analytics/cw2/B.A.G6/imdb-videogames.csv' delimiter = ',' MISSOVER DSD lrecl=32767
85 ! firstobs=2 ;
86 informat VAR1 best32. ;
87 informat name $29. ;
88 informat url $53. ;
89 informat year best32. ;
90 informat certificate $1. ;
91 informat rating best32. ;
92 informat votes $8. ;
93 informat plot $239. ;
94 informat Action $4. ;
95 informat Adventure $5. ;
96 informat Comedy $5. ;
97 informat Crime $5. ;
98 informat Family $5. ;
99 informat Fantasy $5. ;
100 informat Mystery $5. ;
101 informat "Sci-Fi"N $5. ;
102 informat Thriller $5. ;
103 format VAR1 best12. ;
104 format name $29. ;
105 format url $53. ;
106 format year best12. ;
107 format certificate $1. ;
108 format rating best12. ;
109 format votes $8. ;
110 format plot $239. ;
111 format Action $4. ;
112 format Adventure $5. ;
113 format Comedy $5. ;
114 format Crime $5. ;
115 format Family $5. ;
116 format Fantasy $5. ;
117 format Mystery $5. ;
118 format "Sci-Fi"N $5. ;
119 format Thriller $5. ;
120 input
121 VAR1
122 name $
123 url $
124 year
125 certificate $
126 rating
127 votes $
128 plot $
129 Action $
130 Adventure $
131 Comedy $
132 Crime $
133 Family $
134 Fantasy $
135 Mystery $
136 "Sci-Fi"N $
137 Thriller $
138 ;
139 if _ERROR_ then call symputx('_EFIERR_',1); /* set ERROR detection macro variable */
140 run;
NOTE: The infile '/home/u63300316/Business Analytics/cw2/B.A.G6/imdb-videogames.csv' is:
Filename=/home/u63300316/Business Analytics/cw2/B.A.G6/imdb-videogames.csv,
Owner Name=u63300316,Group Name=oda,
Access Permission=-rw-r--r--,
Last Modified=01 April 2023 13:21:12,
File Size (bytes)=5156401
NOTE: Invalid data for VAR1 in line 6550 1-93.
NOTE: Invalid data for year in line 6550 106-110.
NOTE: Invalid data for rating in line 6550 118-122.
RULE: ----+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0
6550 The Gameplay is similar to that of Ultimate Marvel vs. Capcom 3. It ... See full synopsis »",True,F
101 alse,False,False,False,False,False,True,False 145
VAR1=. name=True url=False year=. certificate=F rating=. votes=False plot=False Action=True Adventure=False Comedy= Crime=
Family= Fantasy= Mystery= 'Sci-Fi'n= Thriller= _ERROR_=1 _N_=6549
NOTE: 20804 records were read from the infile '/home/u63300316/Business Analytics/cw2/B.A.G6/imdb-videogames.csv'.
The minimum record length was 130.
The maximum record length was 471.
NOTE: The data set WORK.VIDEOGAME_DATA has 20804 observations and 17 variables.
NOTE: DATA statement used (Total process time):
real time 0.04 seconds
user cpu time 0.04 seconds
system cpu time 0.01 seconds
memory 10895.71k
OS Memory 33312.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 108 Switch Count 2
Page Faults 0
Page Reclaims 288
Page Swaps 0
Voluntary Context Switches 11
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 16392
Errors detected in submitted DATA step. Examine log.
20804 rows created in WORK.VIDEOGAME_DATA from /home/u63300316/Business Analytics/cw2/B.A.G6/imdb-videogames.csv.
ERROR: Import unsuccessful. See SAS Log for details.
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE IMPORT used (Total process time):
real time 0.17 seconds
user cpu time 0.15 seconds
system cpu time 0.02 seconds
memory 10895.71k
OS Memory 33568.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 108 Switch Count 13
Page Faults 0
Page Reclaims 5043
Page Swaps 0
Voluntary Context Switches 101
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 16464
141
142 DATA Videogame_data;
143 SET Videogame_data;
144 IF NOT MISSING(rating) AND NOT MISSING(votes) AND NOT MISSING(certificate);
145 RUN;
NOTE: There were 20804 observations read from the data set WORK.VIDEOGAME_DATA.
NOTE: The data set WORK.VIDEOGAME_DATA has 6599 observations and 17 variables.
NOTE: DATA statement used (Total process time):
real time 0.01 seconds
user cpu time 0.00 seconds
system cpu time 0.01 seconds
memory 3567.15k
OS Memory 29100.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 109 Switch Count 3
Page Faults 0
Page Reclaims 462
Page Swaps 0
Voluntary Context Switches 16
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 5384
146
147 PROC SORT DATA=Videogame_data OUT=clean_videogamedata NODUPKEY;
148 BY name;
149 RUN;
NOTE: There were 6599 observations read from the data set WORK.VIDEOGAME_DATA.
NOTE: 785 observations with duplicate key values were deleted.
NOTE: The data set WORK.CLEAN_VIDEOGAMEDATA has 5814 observations and 17 variables.
NOTE: PROCEDURE SORT used (Total process time):
real time 0.00 seconds
user cpu time 0.00 seconds
system cpu time 0.01 seconds
memory 5769.84k
OS Memory 30916.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 110 Switch Count 2
Page Faults 0
Page Reclaims 1068
Page Swaps 0
Voluntary Context Switches 11
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 4624
150
151 DATA Videogame_data;
152 SET clean_videogamedata;
153 RUN;
NOTE: There were 5814 observations read from the data set WORK.CLEAN_VIDEOGAMEDATA.
NOTE: The data set WORK.VIDEOGAME_DATA has 5814 observations and 17 variables.
NOTE: DATA statement used (Total process time):
real time 0.00 seconds
user cpu time 0.00 seconds
system cpu time 0.00 seconds
memory 3566.65k
OS Memory 29100.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 111 Switch Count 2
Page Faults 0
Page Reclaims 502
Page Swaps 0
Voluntary Context Switches 10
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 4616
154
155 proc sql;
156 create table multi_genre_games as
157 select name,
158 case when action = 'True' then 'Action' else '' end ||
159 case when adventure = 'True' then ', Adventure' else '' end ||
160 case when comedy = 'True' then ', Comedy' else '' end ||
161 case when crime = 'True' then ', Crime' else '' end ||
162 case when family = 'True' then ', Family' else '' end ||
163 case when fantasy = 'True' then ', Fantasy' else '' end ||
164 case when mystery = 'True' then ', Mystery' else '' end ||
165 case when sci_fi = 'True' then ', Sci-Fi' else '' end ||
166 case when thriller = 'True' then ', Thriller' else '' end as genres
167 from clean_videogamedata
168 group by name
169 having countw(genres, ',') > 1;
WARNING: A GROUP BY clause has been transformed into an ORDER BY clause because neither the SELECT clause nor the optional HAVING
clause of the associated table-expression referenced a summary function.
ERROR: The following columns were not found in the contributing tables: sci_fi.
NOTE: PROC SQL set option NOEXEC and will continue to check the syntax of statements.
170 quit;
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE SQL used (Total process time):
real time 0.00 seconds
user cpu time 0.00 seconds
system cpu time 0.00 seconds
memory 7092.43k
OS Memory 32428.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 112 Switch Count 0
Page Faults 0
Page Reclaims 242
Page Swaps 0
Voluntary Context Switches 0
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 0
171 proc print data=multi_genre_games;
ERROR: File WORK.MULTI_GENRE_GAMES.DATA does not exist.
172 var name genres;
173 title 'Games with multiple genres';
174 run;
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE PRINT used (Total process time):
real time 0.00 seconds
user cpu time 0.01 seconds
system cpu time 0.00 seconds
memory 279.50k
OS Memory 26276.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 113 Switch Count 1
Page Faults 0
Page Reclaims 16
Page Swaps 0
Voluntary Context Switches 6
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 0
175 proc sql;
176 select count(*) as num_multi_genre_games
177 from multi_genre_games;
ERROR: File WORK.MULTI_GENRE_GAMES.DATA does not exist.
NOTE: PROC SQL set option NOEXEC and will continue to check the syntax of statements.
178 quit;
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE SQL used (Total process time):
real time 0.00 seconds
user cpu time 0.00 seconds
system cpu time 0.00 seconds
memory 306.71k
OS Memory 26276.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 114 Switch Count 0
Page Faults 0
Page Reclaims 14
Page Swaps 0
Voluntary Context Switches 0
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 0
179 proc sql;
180 select count(*) as num_single_genre_games
181 from (
182 select name,
183 case when action = 'True' then 1 else 0 end +
184 case when adventure = 'True' then 1 else 0 end +
185 case when comedy = 'True' then 1 else 0 end +
186 case when crime = 'True' then 1 else 0 end +
187 case when family = 'True' then 1 else 0 end +
188 case when fantasy = 'True' then 1 else 0 end +
189 case when mystery = 'True' then 1 else 0 end +
190 case when sci_fi = 'True' then 1 else 0 end +
191 case when thriller = 'True' then 1 else 0 end as num_genres
192 from clean_videogamedata
193 )
194 where num_genres = 1;
ERROR: The following columns were not found in the contributing tables: sci_fi.
NOTE: PROC SQL set option NOEXEC and will continue to check the syntax of statements.
195 quit;
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE SQL used (Total process time):
real time 0.00 seconds
user cpu time 0.00 seconds
system cpu time 0.00 seconds
memory 7072.12k
OS Memory 32428.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 115 Switch Count 0
Page Faults 0
Page Reclaims 246
Page Swaps 0
Voluntary Context Switches 0
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 8
196 proc freq data=multi_genre_games;
ERROR: File WORK.MULTI_GENRE_GAMES.DATA does not exist.
197 tables genres / nocum nopercent out=multi_genre_counts;
ERROR: No data set open to look up variables.
198 run;
NOTE: The SAS System stopped processing this step because of errors.
WARNING: The data set WORK.MULTI_GENRE_COUNTS may be incomplete. When this step was stopped there were 0 observations and 0
variables.
WARNING: Data set WORK.MULTI_GENRE_COUNTS was not replaced because this step was stopped.
NOTE: PROCEDURE FREQ used (Total process time):
real time 0.00 seconds
user cpu time 0.00 seconds
system cpu time 0.00 seconds
memory 422.90k
OS Memory 26276.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 116 Switch Count 0
Page Faults 0
Page Reclaims 17
Page Swaps 0
Voluntary Context Switches 0
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 8
199 proc sql;
200 create table game_counts as
201 select 'Multi-Genre' as type, count(*) as count from multi_genre_games
202 union all
203 select 'Single-Genre' as type, count(*) as count from clean_videogamedata where name not in (select name from
203 ! multi_genre_games);
ERROR: File WORK.MULTI_GENRE_GAMES.DATA does not exist.
ERROR: File WORK.MULTI_GENRE_GAMES.DATA does not exist.
NOTE: PROC SQL set option NOEXEC and will continue to check the syntax of statements.
204 quit;
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE SQL used (Total process time):
real time 0.00 seconds
user cpu time 0.01 seconds
system cpu time 0.01 seconds
memory 1915.37k
OS Memory 27304.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 117 Switch Count 0
Page Faults 0
Page Reclaims 240
Page Swaps 0
Voluntary Context Switches 0
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 8
205 proc print data=game_counts;
ERROR: File WORK.GAME_COUNTS.DATA does not exist.
206 title 'Game Genre Distribution';
207 run;
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE PRINT used (Total process time):
real time 0.00 seconds
user cpu time 0.00 seconds
system cpu time 0.00 seconds
memory 280.15k
OS Memory 26276.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 118 Switch Count 1
Page Faults 0
Page Reclaims 16
Page Swaps 0
Voluntary Context Switches 6
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 0
208 title 'Game Genre Distribution';
209 proc gchart data=game_counts;
ERROR: File WORK.GAME_COUNTS.DATA does not exist.
210 pie type / sumvar=count;
ERROR: No data set open to look up variables.
ERROR: No data set open to look up variables.
NOTE: The previous statement has been deleted.
211 run;
212 QUIT;
NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE GCHART used (Total process time):
real time 0.00 seconds
user cpu time 0.00 seconds
system cpu time 0.00 seconds
memory 298.84k
OS Memory 26276.00k
Timestamp 01/05/2023 11:27:25 AM
Step Count 119 Switch Count 0
Page Faults 0
Page Reclaims 14
Page Swaps 0
Voluntary Context Switches 0
Involuntary Context Switches 0
Block Input Operations 0
Block Output Operations 0
213
214
215 OPTIONS NONOTES NOSTIMER NOSOURCE NOSYNTAXCHECK;
225
