In [43]:
#import the relevant libraries 
import os
import pymysql
import pandas as pd
In [44]:
#establish the connection to the mysql database
host = "192.168.88.187"
port = "3306"
user = "backblaze"
password = "Testing.2023"
database = "backblaze_ml"

conn = pymysql.connect(
    host=host,
    port=int(3306),
    user=user,
    passwd=password,
    db=database,
    charset='utf8mb4')
In [45]:
#take a look at the data
sqldf = pd.read_sql_query("select * from drive_stats limit 10", conn)
sqldf
Out[45]:
date serial_number model capacity_bytes days_to_failure failure smart_1_raw smart_2_raw smart_3_raw smart_4_raw smart_5_raw smart_7_raw smart_8_raw smart_9_raw smart_10_raw smart_11_raw smart_12_raw smart_13_raw smart_15_raw smart_16_raw smart_17_raw smart_18_raw smart_22_raw smart_23_raw smart_24_raw smart_160_raw smart_161_raw smart_163_raw smart_164_raw smart_165_raw smart_166_raw smart_167_raw smart_168_raw smart_169_raw smart_170_raw smart_171_raw smart_172_raw smart_173_raw smart_174_raw smart_175_raw smart_176_raw smart_177_raw smart_178_raw smart_179_raw smart_180_raw smart_181_raw smart_182_raw smart_183_raw smart_184_raw smart_187_raw smart_188_raw smart_189_raw smart_190_raw smart_191_raw smart_192_raw smart_193_raw smart_194_raw smart_195_raw smart_196_raw smart_197_raw smart_198_raw smart_199_raw smart_200_raw smart_201_raw smart_202_raw smart_206_raw smart_210_raw smart_218_raw smart_220_raw smart_222_raw smart_223_raw smart_224_raw smart_225_raw smart_226_raw smart_230_raw smart_231_raw smart_232_raw smart_233_raw smart_234_raw smart_235_raw smart_240_raw smart_241_raw smart_242_raw smart_244_raw smart_245_raw smart_246_raw smart_247_raw smart_248_raw smart_250_raw smart_251_raw smart_252_raw smart_254_raw smart_255_raw
0 2013-04-10 W1F0LRXG ST3000DM001 3000592982016 460 0 5538736 None None None 0 None None 6297 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 25 None None 8 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
1 2013-04-10 W1F09LPX ST3000DM001 3000592982016 330 0 49517448 None None None 0 None None 7484 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 29 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
2 2013-04-10 W1F08WP1 ST3000DM001 3000592982016 546 0 186150056 None None None 0 None None 10301 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 28 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
3 2013-04-10 9XW01ZT9 ST31500541AS 1500301910016 882 0 17600244 None None None 0 None None 28444 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 16 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
4 2013-04-10 9VS3JYRG ST31500341AS 1500301910016 343 0 97268158 None None None 2 None None 26993 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 27 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
5 2013-04-10 MJ1311YNG36USA Hitachi HDS5C3030ALA630 3000592982016 1316 0 1 None None None 63 None None 12443 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 31 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
6 2013-04-10 WD-WMC1T1203338 WDC WD30EFRX 3000592982016 1049 0 0 None None None 0 None None 1518 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 29 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
7 2013-04-10 6XW05CJ6 ST31500541AS 1500301910016 99 0 205442610 None None None 25 None None 31181 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 22 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
8 2013-04-10 9VS3HR6E ST31500341AS 1500301910016 754 0 216349992 None None None 29 None None 26360 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 31 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
9 2013-04-10 5XW0CBN7 ST32000542AS 2000398934016 42 0 59793761 None None None 24 None None 11365 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None 33 None None 0 None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None None
In [46]:
sqldf.shape
Out[46]:
(10, 93)
In [47]:
sqldf.columns
Out[47]:
Index(['date', 'serial_number', 'model', 'capacity_bytes', 'days_to_failure',
       'failure', 'smart_1_raw', 'smart_2_raw', 'smart_3_raw', 'smart_4_raw',
       'smart_5_raw', 'smart_7_raw', 'smart_8_raw', 'smart_9_raw',
       'smart_10_raw', 'smart_11_raw', 'smart_12_raw', 'smart_13_raw',
       'smart_15_raw', 'smart_16_raw', 'smart_17_raw', 'smart_18_raw',
       'smart_22_raw', 'smart_23_raw', 'smart_24_raw', 'smart_160_raw',
       'smart_161_raw', 'smart_163_raw', 'smart_164_raw', 'smart_165_raw',
       'smart_166_raw', 'smart_167_raw', 'smart_168_raw', 'smart_169_raw',
       'smart_170_raw', 'smart_171_raw', 'smart_172_raw', 'smart_173_raw',
       'smart_174_raw', 'smart_175_raw', 'smart_176_raw', 'smart_177_raw',
       'smart_178_raw', 'smart_179_raw', 'smart_180_raw', 'smart_181_raw',
       'smart_182_raw', 'smart_183_raw', 'smart_184_raw', 'smart_187_raw',
       'smart_188_raw', 'smart_189_raw', 'smart_190_raw', 'smart_191_raw',
       'smart_192_raw', 'smart_193_raw', 'smart_194_raw', 'smart_195_raw',
       'smart_196_raw', 'smart_197_raw', 'smart_198_raw', 'smart_199_raw',
       'smart_200_raw', 'smart_201_raw', 'smart_202_raw', 'smart_206_raw',
       'smart_210_raw', 'smart_218_raw', 'smart_220_raw', 'smart_222_raw',
       'smart_223_raw', 'smart_224_raw', 'smart_225_raw', 'smart_226_raw',
       'smart_230_raw', 'smart_231_raw', 'smart_232_raw', 'smart_233_raw',
       'smart_234_raw', 'smart_235_raw', 'smart_240_raw', 'smart_241_raw',
       'smart_242_raw', 'smart_244_raw', 'smart_245_raw', 'smart_246_raw',
       'smart_247_raw', 'smart_248_raw', 'smart_250_raw', 'smart_251_raw',
       'smart_252_raw', 'smart_254_raw', 'smart_255_raw'],
      dtype='object')
In [48]:
import datetime

sqldf.date = pd.to_datetime(sqldf.date, format='%Y-%m-%d').dt.date
In [49]:
from IPython.display import display
pd.options.display.max_columns = None
pd.options.display.max_rows = None
df = pd.read_sql_query("describe drive_stats", conn)
df
Out[49]:
Field Type Null Key Default Extra
0 date date YES MUL None
1 serial_number varchar(64) YES MUL None
2 model varchar(64) YES MUL None
3 capacity_bytes bigint YES MUL None
4 days_to_failure int YES None
5 failure int YES MUL None
6 smart_1_raw bigint YES None
7 smart_2_raw bigint YES None
8 smart_3_raw bigint YES None
9 smart_4_raw bigint YES None
10 smart_5_raw bigint YES None
11 smart_7_raw bigint YES None
12 smart_8_raw bigint YES None
13 smart_9_raw bigint YES None
14 smart_10_raw bigint YES None
15 smart_11_raw bigint YES None
16 smart_12_raw bigint YES None
17 smart_13_raw bigint YES None
18 smart_15_raw bigint YES None
19 smart_16_raw bigint YES None
20 smart_17_raw bigint YES None
21 smart_18_raw bigint YES None
22 smart_22_raw bigint YES None
23 smart_23_raw bigint YES None
24 smart_24_raw bigint YES None
25 smart_160_raw bigint YES None
26 smart_161_raw bigint YES None
27 smart_163_raw bigint YES None
28 smart_164_raw bigint YES None
29 smart_165_raw bigint YES None
30 smart_166_raw bigint YES None
31 smart_167_raw bigint YES None
32 smart_168_raw bigint YES None
33 smart_169_raw bigint YES None
34 smart_170_raw bigint YES None
35 smart_171_raw bigint YES None
36 smart_172_raw bigint YES None
37 smart_173_raw bigint YES None
38 smart_174_raw bigint YES None
39 smart_175_raw bigint YES None
40 smart_176_raw bigint YES None
41 smart_177_raw bigint YES None
42 smart_178_raw bigint YES None
43 smart_179_raw bigint YES None
44 smart_180_raw bigint YES None
45 smart_181_raw bigint YES None
46 smart_182_raw bigint YES None
47 smart_183_raw bigint YES None
48 smart_184_raw bigint YES None
49 smart_187_raw bigint YES None
50 smart_188_raw bigint YES None
51 smart_189_raw bigint YES None
52 smart_190_raw bigint YES None
53 smart_191_raw bigint YES None
54 smart_192_raw bigint YES None
55 smart_193_raw bigint YES None
56 smart_194_raw bigint YES None
57 smart_195_raw bigint YES None
58 smart_196_raw bigint YES None
59 smart_197_raw bigint YES None
60 smart_198_raw bigint YES None
61 smart_199_raw bigint YES None
62 smart_200_raw bigint YES None
63 smart_201_raw bigint YES None
64 smart_202_raw bigint YES None
65 smart_206_raw bigint YES None
66 smart_210_raw bigint YES None
67 smart_218_raw bigint YES None
68 smart_220_raw bigint YES None
69 smart_222_raw bigint YES None
70 smart_223_raw bigint YES None
71 smart_224_raw bigint YES None
72 smart_225_raw bigint YES None
73 smart_226_raw bigint YES None
74 smart_230_raw bigint YES None
75 smart_231_raw bigint YES None
76 smart_232_raw bigint YES None
77 smart_233_raw bigint YES None
78 smart_234_raw bigint YES None
79 smart_235_raw bigint YES None
80 smart_240_raw bigint YES None
81 smart_241_raw bigint YES None
82 smart_242_raw bigint YES None
83 smart_244_raw bigint YES None
84 smart_245_raw bigint YES None
85 smart_246_raw bigint YES None
86 smart_247_raw bigint YES None
87 smart_248_raw bigint YES None
88 smart_250_raw bigint YES None
89 smart_251_raw bigint YES None
90 smart_252_raw bigint YES None
91 smart_254_raw bigint YES None
92 smart_255_raw bigint YES None
In [68]:
pd.options.display.max_columns = 100
pd.options.display.max_rows = 100

#take a bigger look at the data -> this time selecting only the raw tables and excluding the ones not relevant for correlation
#df = pd.read_sql_query("select date, serial_number, model, smart_1_raw,smart_2_raw,smart_3_raw,smart_4_raw,smart_5_raw,smart_7_raw,smart_8_raw,smart_9_raw,smart_10_raw,smart_11_raw,smart_12_raw,smart_13_raw,smart_15_raw,smart_16_raw,smart_17_raw,smart_18_raw,smart_22_raw,smart_23_raw,smart_24_raw,smart_160_raw,smart_161_raw,smart_163_raw,smart_164_raw,smart_165_raw,smart_166_raw,smart_167_raw,smart_168_raw,smart_169_raw,smart_170_raw,smart_171_raw,smart_172_raw,smart_173_raw,smart_174_raw,smart_175_raw,smart_176_raw,smart_177_raw,smart_178_raw,smart_179_raw,smart_180_raw,smart_181_raw,smart_182_raw,smart_183_raw,smart_184_raw,smart_187_raw,smart_188_raw,smart_189_raw,smart_190_raw,smart_191_raw,smart_192_raw,smart_193_raw,smart_194_raw,smart_195_raw,smart_196_raw,smart_197_raw,smart_198_raw,smart_199_raw,smart_200_raw,smart_201_raw,smart_202_raw,smart_206_raw,smart_210_raw,smart_218_raw,smart_220_raw,smart_222_raw,smart_223_raw,smart_224_raw,smart_225_raw,smart_226_raw,smart_230_raw,smart_231_raw,smart_232_raw,smart_233_raw,smart_234_raw,smart_235_raw,smart_240_raw,smart_241_raw,smart_242_raw,smart_244_raw,smart_245_raw,smart_246_raw,smart_247_raw,smart_248_raw,smart_250_raw,smart_251_raw,smart_252_raw,smart_254_raw,smart_255_raw, failure from drive_stats limit 1000", conn)
df = pd.read_sql_query("select * from drive_stats limit 1000000", conn)
#df.tail(10)
df
Out[68]:
date serial_number model capacity_bytes days_to_failure failure smart_1_raw smart_2_raw smart_3_raw smart_4_raw smart_5_raw smart_7_raw smart_8_raw smart_9_raw smart_10_raw smart_11_raw smart_12_raw smart_13_raw smart_15_raw smart_16_raw smart_17_raw smart_18_raw smart_22_raw smart_23_raw smart_24_raw smart_160_raw smart_161_raw smart_163_raw smart_164_raw smart_165_raw smart_166_raw smart_167_raw smart_168_raw smart_169_raw smart_170_raw smart_171_raw smart_172_raw smart_173_raw smart_174_raw smart_175_raw smart_176_raw smart_177_raw smart_178_raw smart_179_raw smart_180_raw smart_181_raw smart_182_raw smart_183_raw smart_184_raw smart_187_raw smart_188_raw smart_189_raw smart_190_raw smart_191_raw smart_192_raw smart_193_raw smart_194_raw smart_195_raw smart_196_raw smart_197_raw smart_198_raw smart_199_raw smart_200_raw smart_201_raw smart_202_raw smart_206_raw smart_210_raw smart_218_raw smart_220_raw smart_222_raw smart_223_raw smart_224_raw smart_225_raw smart_226_raw smart_230_raw smart_231_raw smart_232_raw smart_233_raw smart_234_raw smart_235_raw smart_240_raw smart_241_raw smart_242_raw smart_244_raw smart_245_raw smart_246_raw smart_247_raw smart_248_raw smart_250_raw smart_251_raw smart_252_raw smart_254_raw smart_255_raw
0 2013-04-10 W1F0LRXG ST3000DM001 3000592982016 460 0 5538736.0 NaN NaN NaN 0.0 NaN NaN 6297.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 25.0 NaN NaN 8.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
1 2013-04-10 W1F09LPX ST3000DM001 3000592982016 330 0 49517448.0 NaN NaN NaN 0.0 NaN NaN 7484.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 29.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
2 2013-04-10 W1F08WP1 ST3000DM001 3000592982016 546 0 186150056.0 NaN NaN NaN 0.0 NaN NaN 10301.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 28.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
3 2013-04-10 9XW01ZT9 ST31500541AS 1500301910016 882 0 17600244.0 NaN NaN NaN 0.0 NaN NaN 28444.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 16.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
4 2013-04-10 9VS3JYRG ST31500341AS 1500301910016 343 0 97268158.0 NaN NaN NaN 2.0 NaN NaN 26993.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 27.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
5 2013-04-10 MJ1311YNG36USA Hitachi HDS5C3030ALA630 3000592982016 1316 0 1.0 NaN NaN NaN 63.0 NaN NaN 12443.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 31.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
6 2013-04-10 WD-WMC1T1203338 WDC WD30EFRX 3000592982016 1049 0 0.0 NaN NaN NaN 0.0 NaN NaN 1518.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 29.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
7 2013-04-10 6XW05CJ6 ST31500541AS 1500301910016 99 0 205442610.0 NaN NaN NaN 25.0 NaN NaN 31181.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 22.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
8 2013-04-10 9VS3HR6E ST31500341AS 1500301910016 754 0 216349992.0 NaN NaN NaN 29.0 NaN NaN 26360.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 31.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
9 2013-04-10 5XW0CBN7 ST32000542AS 2000398934016 42 0 59793761.0 NaN NaN NaN 24.0 NaN NaN 11365.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 33.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
10 2013-04-10 W1F03CMF ST3000DM001 3000592982016 356 0 188727304.0 NaN NaN NaN 0.0 NaN NaN 9387.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 31.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
11 2013-04-10 MJ1311YNG733NA Hitachi HDS5C3030ALA630 3000592982016 1165 0 0.0 NaN NaN NaN 0.0 NaN NaN 8745.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 30.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
12 2013-04-10 S1F091BQ ST3000DM001 3000592982016 478 0 137635880.0 NaN NaN NaN 0.0 NaN NaN 6545.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 23.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
13 2013-04-10 S1F0KZVZ ST3000DM001 3000592982016 474 0 235736144.0 NaN NaN NaN 0.0 NaN NaN 6149.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 31.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
14 2013-04-10 9XW02HF6 ST31500541AS 1500301910016 622 0 218804929.0 NaN NaN NaN 0.0 NaN NaN 27456.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 20.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
15 2013-04-10 S1F03G0F ST3000DM001 3000592982016 421 0 35311064.0 NaN NaN NaN 0.0 NaN NaN 10325.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 24.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
16 2013-04-10 S1F059PD ST3000DM001 3000592982016 463 0 124561552.0 NaN NaN NaN 0.0 NaN NaN 7922.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 32.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
17 2013-04-10 WD-WCAV5M690585 WDC WD10EADS 1000204886016 734 0 0.0 NaN NaN NaN 0.0 NaN NaN 16383.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 25.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
18 2013-04-10 S1F06HX8 ST3000DM001 3000592982016 447 0 221421024.0 NaN NaN NaN 0.0 NaN NaN 7945.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 28.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
19 2013-04-10 6XW0DP29 ST31500541AS 1500301910016 288 0 49111455.0 NaN NaN NaN 0.0 NaN NaN 25865.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 24.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
20 2013-04-10 9VS1W7EN ST31500341AS 1500301910016 43 0 30218024.0 NaN NaN NaN 505.0 NaN NaN 33066.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 29.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
21 2013-04-10 MJ1323YNG1PE0C Hitachi HDS5C3030ALA630 3000592982016 921 0 0.0 NaN NaN NaN 0.0 NaN NaN 13902.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 31.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
22 2013-04-10 WD-WCAU44965108 WDC WD10EADS 1000204886016 27 0 0.0 NaN NaN NaN 0.0 NaN NaN 34492.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 30.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
23 2013-04-10 W1F09Z2W ST3000DM001 3000592982016 352 0 92442080.0 NaN NaN NaN 0.0 NaN NaN 7897.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 27.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
24 2013-04-10 W1F0918M ST3000DM001 3000592982016 267 0 112787504.0 NaN NaN NaN 0.0 NaN NaN 8854.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 27.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
25 2013-04-10 W1F0L2EW ST3000DM001 3000592982016 428 0 31176392.0 NaN NaN NaN 0.0 NaN NaN 6742.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 22.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
26 2013-04-10 S1F0CSW2 ST3000DM001 3000592982016 554 0 183449824.0 NaN NaN NaN 0.0 NaN NaN 6523.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 26.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
27 2013-04-10 S1F0CSW4 ST3000DM001 3000592982016 51 0 195741496.0 NaN NaN NaN 0.0 NaN NaN 6541.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 24.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
28 2013-04-10 6XW01RJV ST31500541AS 1500301910016 523 0 18924527.0 NaN NaN NaN 0.0 NaN NaN 29872.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 21.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
29 2013-04-10 Z1F11NTL ST3000DM001 3000592982016 540 0 229535528.0 NaN NaN NaN 0.0 NaN NaN 1514.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 31.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
30 2013-04-10 Z1Z03G7Q ST4000DX000 4000787030016 1152 0 230057624.0 NaN NaN NaN 0.0 NaN NaN 1252.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 33.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
31 2013-04-10 MK0311YHGK1G7A Hitachi HDS723030ALA640 3000592982016 440 0 0.0 NaN NaN NaN 0.0 NaN NaN 10786.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 28.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
32 2013-04-10 S1F0A743 ST3000DM001 3000592982016 460 0 487872.0 NaN NaN NaN 0.0 NaN NaN 6545.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 22.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
33 2013-04-10 S1F04CTZ ST3000DM001 3000592982016 470 0 206853600.0 NaN NaN NaN 0.0 NaN NaN 8336.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 21.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
34 2013-04-10 5XW0M6QE ST32000542AS 2000398934016 188 0 135557733.0 NaN NaN NaN 0.0 NaN NaN 11365.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 28.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
35 2013-04-10 W1F0AZTN ST3000DM001 3000592982016 444 0 66044416.0 NaN NaN NaN 0.0 NaN NaN 8035.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 23.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
36 2013-04-10 S1F05QHK ST3000DM001 3000592982016 253 0 91726232.0 NaN NaN NaN 0.0 NaN NaN 6483.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 26.0 NaN NaN 8.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
37 2013-04-10 W1F0B4S8 ST3000DM001 3000592982016 345 0 214390992.0 NaN NaN NaN 0.0 NaN NaN 7483.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 26.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
38 2013-04-10 S1F01J8B ST3000DM001 3000592982016 516 0 85057488.0 NaN NaN NaN 0.0 NaN NaN 9116.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 24.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
39 2013-04-10 S1F00MNJ ST3000DM001 3000592982016 377 0 164986752.0 NaN NaN NaN 0.0 NaN NaN 8853.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 31.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
40 2013-04-10 MN3221F30DB21E Hitachi HDS723020BLA642 2000398934016 740 0 0.0 NaN NaN NaN 1.0 NaN NaN 9588.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 23.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
41 2013-04-10 S1F01VER ST3000DM001 3000592982016 495 0 71259664.0 NaN NaN NaN 0.0 NaN NaN 9367.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 28.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
42 2013-04-10 W1F0VZRX ST3000DM001 3000592982016 490 0 20364120.0 NaN NaN NaN 0.0 NaN NaN 5144.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 28.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
43 2013-04-10 W1F0A479 ST3000DM001 3000592982016 474 0 7528288.0 NaN NaN NaN 0.0 NaN NaN 8855.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 22.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
44 2013-04-10 W1F0QVW8 ST3000DM001 3000592982016 461 0 75593480.0 NaN NaN NaN 0.0 NaN NaN 6544.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 33.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
45 2013-04-10 W1F04LH8 ST3000DM001 3000592982016 461 0 121803560.0 NaN NaN NaN 0.0 NaN NaN 7944.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 30.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
46 2013-04-10 W1F0A61Y ST3000DM001 3000592982016 461 0 222828104.0 NaN NaN NaN 0.0 NaN NaN 7943.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 31.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
47 2013-04-10 S1F032SM ST3000DM001 3000592982016 516 0 233288464.0 NaN NaN NaN 0.0 NaN NaN 9369.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 21.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
48 2013-04-10 W1F0JCG9 ST3000DM001 3000592982016 621 0 34564088.0 NaN NaN NaN 0.0 NaN NaN 2112.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 28.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
49 2013-04-10 Z1F0LDRK ST3000DM001 3000592982016 456 0 213992912.0 NaN NaN NaN 0.0 NaN NaN 6303.0 NaN NaN NaN NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN NaN NaN 27.0 NaN NaN 0.0 NaN NaN NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
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999973 2014-04-01 S1F018ZS ST3000DM001 3000592982016 183 0 189755144.0 NaN 0.0 41.0 0.0 1.310759e+10 NaN 13884.0 0.0 NaN 41.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 1.0 0.0 0.0 0.000000e+00 10.0 24.0 0.0 26.0 444953.0 24.0 NaN NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.496581e+14 1.977772e+12 2.306985e+14 None None None None None NaN NaN NaN NaN NaN
999974 2014-04-01 MK0301YHGNSV8D Hitachi HDS723030ALA640 3000592982016 965 0 0.0 92.0 627.0 17.0 1.0 0.000000e+00 26.0 20750.0 0.0 NaN 17.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN 17.0 17.0 30.0 NaN 1.0 0.0 0.0 1.0 NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
999975 2014-04-01 Z3016NMR ST4000DM000 4000787030016 1209 0 65542432.0 NaN 0.0 6.0 0.0 2.258701e+07 NaN 823.0 0.0 NaN 6.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 4.295033e+09 0.0 21.0 0.0 2.0 6521.0 21.0 NaN NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 6.609955e+13 1.217909e+09 1.672476e+10 None None None None None NaN NaN NaN NaN NaN
999976 2014-04-01 Z3016NMP ST4000DM000 4000787030016 1080 0 83124856.0 NaN 0.0 7.0 0.0 1.346130e+07 NaN 825.0 0.0 NaN 7.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 8.590066e+09 0.0 26.0 0.0 1.0 9803.0 26.0 NaN NaN 0.0 0.0 4.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 9.994818e+13 5.964423e+08 1.717411e+10 None None None None None NaN NaN NaN NaN NaN
999977 2014-04-01 W300L044 ST4000DM000 4000787030016 1089 0 135754552.0 NaN 0.0 5.0 0.0 2.999769e+08 NaN 3582.0 0.0 NaN 5.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 1.0 0.0 0.0 0.000000e+00 5.0 21.0 0.0 2.0 365.0 21.0 NaN NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 2.360944e+13 1.245478e+10 6.649697e+10 None None None None None NaN NaN NaN NaN NaN
999978 2014-04-01 W1F09PXR ST3000DM001 3000592982016 113 0 29938040.0 NaN 0.0 24.0 0.0 8.454222e+08 NaN 16028.0 0.0 NaN 24.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 10.0 2.147516e+10 1.0 20.0 0.0 10.0 124497.0 20.0 NaN NaN 0.0 0.0 2.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.306057e+14 3.954506e+11 2.589164e+14 None None None None None NaN NaN NaN NaN NaN
999979 2014-04-01 S1F0R025 ST3000DM001 3000592982016 134 0 240568568.0 NaN 0.0 27.0 0.0 8.893123e+08 NaN 14350.0 0.0 NaN 26.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 6.442549e+10 0.0 22.0 0.0 6.0 44531.0 22.0 NaN NaN 8.0 8.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.769484e+14 3.603214e+11 3.238711e+13 None None None None None NaN NaN NaN NaN NaN
999980 2014-04-01 Z300NCNR ST4000DM000 4000787030016 1227 0 204565704.0 NaN 0.0 6.0 0.0 3.072764e+08 NaN 3888.0 0.0 NaN 6.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 0.000000e+00 7.0 19.0 0.0 4.0 10748.0 19.0 NaN NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 2.050589e+14 1.214140e+10 7.873788e+10 None None None None None NaN NaN NaN NaN NaN
999981 2014-04-01 Z3012X9V ST4000DM000 4000787030016 819 0 139011408.0 NaN 0.0 3.0 0.0 2.118001e+07 NaN 584.0 0.0 NaN 3.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 0.000000e+00 0.0 20.0 0.0 3.0 3478.0 20.0 NaN NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.604900e+14 1.656362e+09 8.788773e+09 None None None None None NaN NaN NaN NaN NaN
999982 2014-04-01 6XW0MS5L ST31500541AS 1500301910016 58 0 35509185.0 NaN 0.0 37.0 0.0 9.623509e+08 NaN 18131.0 0.0 NaN 37.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 0.000000e+00 5.0 30.0 NaN NaN NaN 30.0 3.550918e+07 NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.870286e+14 1.395126e+08 3.982042e+09 None None None None None NaN NaN NaN NaN NaN
999983 2014-04-01 9XK04JWX ST33000651AS 3000592982016 91 0 204290512.0 NaN 0.0 36.0 39.0 9.341788e+09 NaN 19375.0 0.0 NaN 35.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 548.0 0.0 88.0 4.295033e+09 3.0 30.0 0.0 14.0 36.0 30.0 1.676776e+13 NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.631658e+14 4.329583e+08 1.509354e+09 None None None None None NaN NaN NaN NaN NaN
999984 2014-04-01 9XW01SRG ST31500541AS 1500301910016 140 0 211665855.0 NaN 0.0 36.0 0.0 1.560077e+09 NaN 38423.0 0.0 NaN 36.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 0.000000e+00 0.0 22.0 NaN NaN NaN 22.0 2.116659e+08 NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.234073e+14 1.674979e+09 5.687834e+08 None None None None None NaN NaN NaN NaN NaN
999985 2014-04-01 W1F0QQ23 ST3000DM001 3000592982016 110 0 180649280.0 NaN 0.0 23.0 64.0 9.850440e+08 NaN 15279.0 0.0 NaN 23.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 23.0 0.0 34.0 3.865530e+10 0.0 20.0 0.0 8.0 23679.0 20.0 NaN NaN 8.0 8.0 76.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 2.331265e+14 7.882900e+11 2.591900e+14 None None None None None NaN NaN NaN NaN NaN
999986 2014-04-01 S1F06M6F ST3000DM001 3000592982016 98 0 41377376.0 NaN 0.0 20.0 0.0 5.547084e+07 NaN 16872.0 0.0 NaN 20.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 2.0 0.0 7.0 3.436026e+10 10.0 16.0 0.0 5.0 13844.0 16.0 NaN NaN 8.0 8.0 35.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 7.871387e+13 5.012079e+11 2.793003e+14 None None None None None NaN NaN NaN NaN NaN
999987 2014-04-01 9XW01SR6 ST31500541AS 1500301910016 456 0 50979791.0 NaN 0.0 52.0 0.0 1.495770e+09 NaN 38111.0 0.0 NaN 52.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 0.000000e+00 0.0 16.0 NaN NaN NaN 16.0 5.097979e+07 NaN 0.0 0.0 2.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 4.772138e+13 2.292848e+08 5.756033e+08 None None None None None NaN NaN NaN NaN NaN
999988 2014-04-01 JK11A8B9J73NRF Hitachi HDS722020ALA330 2000398934016 455 0 131072.0 0.0 624.0 34.0 5.0 0.000000e+00 0.0 28202.0 0.0 NaN 32.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN 740.0 740.0 24.0 NaN 5.0 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
999989 2014-04-01 MJ0351YNGAAJDA Hitachi HDS5C3030ALA630 3000592982016 586 0 0.0 98.0 557.0 19.0 0.0 0.000000e+00 37.0 11276.0 0.0 NaN 19.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN 148.0 148.0 32.0 NaN 0.0 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN
999990 2014-04-01 S1F031H8 ST3000DM001 3000592982016 160 0 38198216.0 NaN 0.0 49.0 3024.0 6.451252e+07 NaN 17853.0 0.0 NaN 49.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 15.0 2.577020e+10 0.0 24.0 0.0 13.0 50898.0 24.0 NaN NaN 16.0 16.0 1.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 2.055013e+14 3.636308e+11 2.352219e+14 None None None None None NaN NaN NaN NaN NaN
999991 2014-04-01 S1F031HV ST3000DM001 3000592982016 160 0 213076592.0 NaN 0.0 49.0 0.0 8.047757e+07 NaN 17851.0 0.0 NaN 49.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 6.0 6.013046e+10 36.0 24.0 0.0 13.0 50872.0 24.0 NaN NaN 0.0 0.0 6.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 4.784594e+12 3.430525e+11 1.524095e+14 None None None None None NaN NaN NaN NaN NaN
999992 2014-04-01 W1F0AMYN ST3000DM001 3000592982016 190 0 172286136.0 NaN 0.0 36.0 344.0 9.580056e+08 NaN 16548.0 0.0 NaN 35.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 4.295033e+10 1.0 18.0 0.0 15.0 84266.0 18.0 NaN NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 3.184289e+13 3.167364e+11 2.439662e+14 None None None None None NaN NaN NaN NaN NaN
999993 2014-04-01 S1F02QSD ST3000DM001 3000592982016 134 0 149420576.0 NaN 0.0 56.0 0.0 1.008791e+08 NaN 17886.0 0.0 NaN 55.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 5.154039e+10 143.0 22.0 0.0 9.0 36039.0 22.0 NaN NaN 0.0 0.0 4.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.343122e+14 3.409568e+11 1.966430e+14 None None None None None NaN NaN NaN NaN NaN
999994 2014-04-01 S1F04TTY ST3000DM001 3000592982016 129 0 11952312.0 NaN 0.0 38.0 0.0 1.384345e+10 NaN 15540.0 0.0 NaN 37.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 5.0 3.865530e+10 0.0 22.0 0.0 10.0 30885.0 22.0 NaN NaN 8.0 8.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 5.957979e+13 6.040201e+11 1.813012e+14 None None None None None NaN NaN NaN NaN NaN
999995 2014-04-01 W1F0A2QF ST3000DM001 3000592982016 105 0 15005344.0 NaN 0.0 41.0 0.0 8.904285e+08 NaN 16499.0 0.0 NaN 41.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 14.0 0.0 31.0 3.006523e+10 2.0 26.0 0.0 11.0 114892.0 26.0 NaN NaN 16.0 16.0 2.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 1.658630e+14 4.837726e+11 8.467717e+12 None None None None None NaN NaN NaN NaN NaN
999996 2014-04-01 W1F0266Z ST3000DM001 3000592982016 189 0 19148184.0 NaN 0.0 19.0 0.0 2.241760e+11 NaN 15269.0 0.0 NaN 19.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 0.0 0.0 0.0 4.295033e+10 0.0 22.0 0.0 2.0 82955.0 22.0 NaN NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 2.631956e+13 1.608271e+14 1.324732e+14 None None None None None NaN NaN NaN NaN NaN
999997 2014-04-01 S1F053KA ST3000DM001 3000592982016 118 0 172193416.0 NaN 0.0 46.0 0.0 9.782290e+08 NaN 16527.0 0.0 NaN 46.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 3.0 0.0 0.0 6.013046e+10 13.0 27.0 0.0 16.0 42981.0 27.0 NaN NaN 0.0 0.0 232.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 2.451481e+14 4.417507e+11 1.100402e+14 None None None None None NaN NaN NaN NaN NaN
999998 2014-04-01 W300R6LE ST4000DM000 4000787030016 561 0 112433728.0 NaN 0.0 11.0 0.0 3.216000e+07 NaN 1132.0 0.0 NaN 11.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None 1.0 0.0 0.0 0.000000e+00 8.0 22.0 0.0 1.0 6689.0 22.0 NaN NaN 0.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None 2.110074e+14 1.846899e+09 3.938594e+10 None None None None None NaN NaN NaN NaN NaN
999999 2014-04-01 MJ1323YNG1U44C Hitachi HDS5C3030ALA630 3000592982016 283 0 5832778.0 0.0 556.0 34.0 0.0 0.000000e+00 0.0 22290.0 0.0 NaN 34.0 NaN NaN None None None None None None None None None None None None None None None None None None None None None None None None None None None None NaN NaN NaN NaN NaN NaN NaN 14994.0 14994.0 23.0 NaN 0.0 23.0 0.0 0.0 NaN NaN None None None None None None NaN None NaN None None None None None None None NaN NaN NaN None None None None None NaN NaN NaN NaN NaN

1000000 rows × 93 columns

In [69]:
df.fillna(0, inplace = True)
df.tail(10)
Out[69]:
date serial_number model capacity_bytes days_to_failure failure smart_1_raw smart_2_raw smart_3_raw smart_4_raw smart_5_raw smart_7_raw smart_8_raw smart_9_raw smart_10_raw smart_11_raw smart_12_raw smart_13_raw smart_15_raw smart_16_raw smart_17_raw smart_18_raw smart_22_raw smart_23_raw smart_24_raw smart_160_raw smart_161_raw smart_163_raw smart_164_raw smart_165_raw smart_166_raw smart_167_raw smart_168_raw smart_169_raw smart_170_raw smart_171_raw smart_172_raw smart_173_raw smart_174_raw smart_175_raw smart_176_raw smart_177_raw smart_178_raw smart_179_raw smart_180_raw smart_181_raw smart_182_raw smart_183_raw smart_184_raw smart_187_raw smart_188_raw smart_189_raw smart_190_raw smart_191_raw smart_192_raw smart_193_raw smart_194_raw smart_195_raw smart_196_raw smart_197_raw smart_198_raw smart_199_raw smart_200_raw smart_201_raw smart_202_raw smart_206_raw smart_210_raw smart_218_raw smart_220_raw smart_222_raw smart_223_raw smart_224_raw smart_225_raw smart_226_raw smart_230_raw smart_231_raw smart_232_raw smart_233_raw smart_234_raw smart_235_raw smart_240_raw smart_241_raw smart_242_raw smart_244_raw smart_245_raw smart_246_raw smart_247_raw smart_248_raw smart_250_raw smart_251_raw smart_252_raw smart_254_raw smart_255_raw
999990 2014-04-01 S1F031H8 ST3000DM001 3000592982016 160 0 38198216.0 0.0 0.0 49.0 3024.0 6.451252e+07 0.0 17853.0 0.0 0.0 49.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0 0.0 15.0 2.577020e+10 0.0 24.0 0.0 13.0 50898.0 24.0 0.0 0.0 16.0 16.0 1.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 2.055013e+14 3.636308e+11 2.352219e+14 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999991 2014-04-01 S1F031HV ST3000DM001 3000592982016 160 0 213076592.0 0.0 0.0 49.0 0.0 8.047757e+07 0.0 17851.0 0.0 0.0 49.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0 0.0 6.0 6.013046e+10 36.0 24.0 0.0 13.0 50872.0 24.0 0.0 0.0 0.0 0.0 6.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 4.784594e+12 3.430525e+11 1.524095e+14 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999992 2014-04-01 W1F0AMYN ST3000DM001 3000592982016 190 0 172286136.0 0.0 0.0 36.0 344.0 9.580056e+08 0.0 16548.0 0.0 0.0 35.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0 0.0 0.0 4.295033e+10 1.0 18.0 0.0 15.0 84266.0 18.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 3.184289e+13 3.167364e+11 2.439662e+14 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999993 2014-04-01 S1F02QSD ST3000DM001 3000592982016 134 0 149420576.0 0.0 0.0 56.0 0.0 1.008791e+08 0.0 17886.0 0.0 0.0 55.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0 0.0 0.0 5.154039e+10 143.0 22.0 0.0 9.0 36039.0 22.0 0.0 0.0 0.0 0.0 4.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 1.343122e+14 3.409568e+11 1.966430e+14 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999994 2014-04-01 S1F04TTY ST3000DM001 3000592982016 129 0 11952312.0 0.0 0.0 38.0 0.0 1.384345e+10 0.0 15540.0 0.0 0.0 37.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0 0.0 5.0 3.865530e+10 0.0 22.0 0.0 10.0 30885.0 22.0 0.0 0.0 8.0 8.0 0.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 5.957979e+13 6.040201e+11 1.813012e+14 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999995 2014-04-01 W1F0A2QF ST3000DM001 3000592982016 105 0 15005344.0 0.0 0.0 41.0 0.0 8.904285e+08 0.0 16499.0 0.0 0.0 41.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.0 0.0 31.0 3.006523e+10 2.0 26.0 0.0 11.0 114892.0 26.0 0.0 0.0 16.0 16.0 2.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 1.658630e+14 4.837726e+11 8.467717e+12 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999996 2014-04-01 W1F0266Z ST3000DM001 3000592982016 189 0 19148184.0 0.0 0.0 19.0 0.0 2.241760e+11 0.0 15269.0 0.0 0.0 19.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0 0.0 0.0 4.295033e+10 0.0 22.0 0.0 2.0 82955.0 22.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 2.631956e+13 1.608271e+14 1.324732e+14 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999997 2014-04-01 S1F053KA ST3000DM001 3000592982016 118 0 172193416.0 0.0 0.0 46.0 0.0 9.782290e+08 0.0 16527.0 0.0 0.0 46.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.0 0.0 0.0 6.013046e+10 13.0 27.0 0.0 16.0 42981.0 27.0 0.0 0.0 0.0 0.0 232.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 2.451481e+14 4.417507e+11 1.100402e+14 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999998 2014-04-01 W300R6LE ST4000DM000 4000787030016 561 0 112433728.0 0.0 0.0 11.0 0.0 3.216000e+07 0.0 1132.0 0.0 0.0 11.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.0 0.0 0.0 0.000000e+00 8.0 22.0 0.0 1.0 6689.0 22.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 2.110074e+14 1.846899e+09 3.938594e+10 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
999999 2014-04-01 MJ1323YNG1U44C Hitachi HDS5C3030ALA630 3000592982016 283 0 5832778.0 0.0 556.0 34.0 0.0 0.000000e+00 0.0 22290.0 0.0 0.0 34.0 0.0 0.0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0 0.0 0.0 0.000000e+00 0.0 0.0 0.0 14994.0 14994.0 23.0 0.0 0.0 23.0 0.0 0.0 0.0 0.0 0 0 0 0 0 0 0.0 0 0.0 0 0 0 0 0 0 0 0.000000e+00 0.000000e+00 0.000000e+00 0 0 0 0 0 0.0 0.0 0.0 0.0 0.0
In [70]:
df.columns
Out[70]:
Index(['date', 'serial_number', 'model', 'capacity_bytes', 'days_to_failure',
       'failure', 'smart_1_raw', 'smart_2_raw', 'smart_3_raw', 'smart_4_raw',
       'smart_5_raw', 'smart_7_raw', 'smart_8_raw', 'smart_9_raw',
       'smart_10_raw', 'smart_11_raw', 'smart_12_raw', 'smart_13_raw',
       'smart_15_raw', 'smart_16_raw', 'smart_17_raw', 'smart_18_raw',
       'smart_22_raw', 'smart_23_raw', 'smart_24_raw', 'smart_160_raw',
       'smart_161_raw', 'smart_163_raw', 'smart_164_raw', 'smart_165_raw',
       'smart_166_raw', 'smart_167_raw', 'smart_168_raw', 'smart_169_raw',
       'smart_170_raw', 'smart_171_raw', 'smart_172_raw', 'smart_173_raw',
       'smart_174_raw', 'smart_175_raw', 'smart_176_raw', 'smart_177_raw',
       'smart_178_raw', 'smart_179_raw', 'smart_180_raw', 'smart_181_raw',
       'smart_182_raw', 'smart_183_raw', 'smart_184_raw', 'smart_187_raw',
       'smart_188_raw', 'smart_189_raw', 'smart_190_raw', 'smart_191_raw',
       'smart_192_raw', 'smart_193_raw', 'smart_194_raw', 'smart_195_raw',
       'smart_196_raw', 'smart_197_raw', 'smart_198_raw', 'smart_199_raw',
       'smart_200_raw', 'smart_201_raw', 'smart_202_raw', 'smart_206_raw',
       'smart_210_raw', 'smart_218_raw', 'smart_220_raw', 'smart_222_raw',
       'smart_223_raw', 'smart_224_raw', 'smart_225_raw', 'smart_226_raw',
       'smart_230_raw', 'smart_231_raw', 'smart_232_raw', 'smart_233_raw',
       'smart_234_raw', 'smart_235_raw', 'smart_240_raw', 'smart_241_raw',
       'smart_242_raw', 'smart_244_raw', 'smart_245_raw', 'smart_246_raw',
       'smart_247_raw', 'smart_248_raw', 'smart_250_raw', 'smart_251_raw',
       'smart_252_raw', 'smart_254_raw', 'smart_255_raw'],
      dtype='object')
In [71]:
import numpy as np

from sklearn.preprocessing import MinMaxScaler
scaler = MinMaxScaler(feature_range = (-1,1))
df[['smart_1_raw', 'smart_2_raw', 'smart_3_raw', 'smart_4_raw',
       'smart_5_raw', 'smart_7_raw', 'smart_8_raw', 'smart_9_raw',
       'smart_10_raw', 'smart_11_raw', 'smart_12_raw', 'smart_13_raw',
       'smart_15_raw', 'smart_16_raw', 'smart_17_raw', 'smart_18_raw',
       'smart_22_raw', 'smart_23_raw', 'smart_24_raw', 'smart_160_raw',
       'smart_161_raw', 'smart_163_raw', 'smart_164_raw', 'smart_165_raw',
       'smart_166_raw', 'smart_167_raw', 'smart_168_raw', 'smart_169_raw',
       'smart_170_raw', 'smart_171_raw', 'smart_172_raw', 'smart_173_raw',
       'smart_174_raw', 'smart_175_raw', 'smart_176_raw', 'smart_177_raw',
       'smart_178_raw', 'smart_179_raw', 'smart_180_raw', 'smart_181_raw',
       'smart_182_raw', 'smart_183_raw', 'smart_184_raw', 'smart_187_raw',
       'smart_188_raw', 'smart_189_raw', 'smart_190_raw', 'smart_191_raw',
       'smart_192_raw', 'smart_193_raw', 'smart_194_raw', 'smart_195_raw',
       'smart_196_raw', 'smart_197_raw', 'smart_198_raw', 'smart_199_raw',
       'smart_200_raw', 'smart_201_raw', 'smart_202_raw', 'smart_206_raw',
       'smart_210_raw', 'smart_218_raw', 'smart_220_raw', 'smart_222_raw',
       'smart_223_raw', 'smart_224_raw', 'smart_225_raw', 'smart_226_raw',
       'smart_230_raw', 'smart_231_raw', 'smart_232_raw', 'smart_233_raw',
       'smart_234_raw', 'smart_235_raw', 'smart_240_raw', 'smart_241_raw',
       'smart_242_raw', 'smart_244_raw', 'smart_245_raw', 'smart_246_raw',
       'smart_247_raw', 'smart_248_raw', 'smart_250_raw', 'smart_251_raw',
       'smart_252_raw', 'smart_254_raw', 'smart_255_raw']] = scaler.fit_transform(df[['smart_1_raw', 'smart_2_raw', 'smart_3_raw', 'smart_4_raw',
       'smart_5_raw', 'smart_7_raw', 'smart_8_raw', 'smart_9_raw',
       'smart_10_raw', 'smart_11_raw', 'smart_12_raw', 'smart_13_raw',
       'smart_15_raw', 'smart_16_raw', 'smart_17_raw', 'smart_18_raw',
       'smart_22_raw', 'smart_23_raw', 'smart_24_raw', 'smart_160_raw',
       'smart_161_raw', 'smart_163_raw', 'smart_164_raw', 'smart_165_raw',
       'smart_166_raw', 'smart_167_raw', 'smart_168_raw', 'smart_169_raw',
       'smart_170_raw', 'smart_171_raw', 'smart_172_raw', 'smart_173_raw',
       'smart_174_raw', 'smart_175_raw', 'smart_176_raw', 'smart_177_raw',
       'smart_178_raw', 'smart_179_raw', 'smart_180_raw', 'smart_181_raw',
       'smart_182_raw', 'smart_183_raw', 'smart_184_raw', 'smart_187_raw',
       'smart_188_raw', 'smart_189_raw', 'smart_190_raw', 'smart_191_raw',
       'smart_192_raw', 'smart_193_raw', 'smart_194_raw', 'smart_195_raw',
       'smart_196_raw', 'smart_197_raw', 'smart_198_raw', 'smart_199_raw',
       'smart_200_raw', 'smart_201_raw', 'smart_202_raw', 'smart_206_raw',
       'smart_210_raw', 'smart_218_raw', 'smart_220_raw', 'smart_222_raw',
       'smart_223_raw', 'smart_224_raw', 'smart_225_raw', 'smart_226_raw',
       'smart_230_raw', 'smart_231_raw', 'smart_232_raw', 'smart_233_raw',
       'smart_234_raw', 'smart_235_raw', 'smart_240_raw', 'smart_241_raw',
       'smart_242_raw', 'smart_244_raw', 'smart_245_raw', 'smart_246_raw',
       'smart_247_raw', 'smart_248_raw', 'smart_250_raw', 'smart_251_raw',
       'smart_252_raw', 'smart_254_raw', 'smart_255_raw']])

#df[['smart_1_raw','smart_2_raw','smart_3_raw','smart_4_raw','smart_5_raw','smart_7_raw','smart_8_raw','smart_9_raw','smart_10_raw','smart_11_raw','smart_12_raw','smart_13_raw','smart_15_raw','smart_16_raw','smart_17_raw','smart_18_raw','smart_22_raw','smart_23_raw','smart_24_raw','smart_160_raw','smart_161_raw','smart_163_raw','smart_164_raw','smart_165_raw','smart_166_raw','smart_167_raw','smart_168_raw','smart_169_raw','smart_170_raw','smart_171_raw','smart_172_raw','smart_173_raw','smart_174_raw','smart_175_raw','smart_176_raw','smart_177_raw','smart_178_raw','smart_179_raw','smart_180_raw','smart_181_raw','smart_182_raw','smart_183_raw','smart_184_raw','smart_187_raw','smart_188_raw','smart_189_raw','smart_190_raw','smart_191_raw','smart_192_raw','smart_193_raw','smart_194_raw','smart_195_raw','smart_196_raw','smart_197_raw','smart_198_raw','smart_199_raw','smart_200_raw','smart_201_raw','smart_202_raw','smart_206_raw','smart_210_raw','smart_218_raw','smart_220_raw','smart_222_raw','smart_223_raw','smart_224_raw','smart_225_raw','smart_226_raw','smart_230_raw','smart_231_raw','smart_232_raw','smart_233_raw','smart_234_raw','smart_235_raw','smart_240_raw','smart_241_raw','smart_242_raw','smart_244_raw','smart_245_raw','smart_246_raw','smart_247_raw','smart_248_raw','smart_250_raw','smart_251_raw','smart_252_raw','smart_254_raw','smart_255_raw']] = scaler.fit_transform(df[['smart_1_raw','smart_2_raw','smart_3_raw','smart_4_raw','smart_5_raw','smart_7_raw','smart_8_raw','smart_9_raw','smart_10_raw','smart_11_raw','smart_12_raw','smart_13_raw','smart_15_raw','smart_16_raw','smart_17_raw','smart_18_raw','smart_22_raw','smart_23_raw','smart_24_raw','smart_160_raw','smart_161_raw','smart_163_raw','smart_164_raw','smart_165_raw','smart_166_raw','smart_167_raw','smart_168_raw','smart_169_raw','smart_170_raw','smart_171_raw','smart_172_raw','smart_173_raw','smart_174_raw','smart_175_raw','smart_176_raw','smart_177_raw','smart_178_raw','smart_179_raw','smart_180_raw','smart_181_raw','smart_182_raw','smart_183_raw','smart_184_raw','smart_187_raw','smart_188_raw','smart_189_raw','smart_190_raw','smart_191_raw','smart_192_raw','smart_193_raw','smart_194_raw','smart_195_raw','smart_196_raw','smart_197_raw','smart_198_raw','smart_199_raw','smart_200_raw','smart_201_raw','smart_202_raw','smart_206_raw','smart_210_raw','smart_218_raw','smart_220_raw','smart_222_raw','smart_223_raw','smart_224_raw','smart_225_raw','smart_226_raw','smart_230_raw','smart_231_raw','smart_232_raw','smart_233_raw','smart_234_raw','smart_235_raw','smart_240_raw','smart_241_raw','smart_242_raw','smart_244_raw','smart_245_raw','smart_246_raw','smart_247_raw','smart_248_raw','smart_250_raw','smart_251_raw','smart_252_raw','smart_254_raw','smart_255_raw']])
#df

df
Out[71]:
date serial_number model capacity_bytes days_to_failure failure smart_1_raw smart_2_raw smart_3_raw smart_4_raw smart_5_raw smart_7_raw smart_8_raw smart_9_raw smart_10_raw smart_11_raw smart_12_raw smart_13_raw smart_15_raw smart_16_raw smart_17_raw smart_18_raw smart_22_raw smart_23_raw smart_24_raw smart_160_raw smart_161_raw smart_163_raw smart_164_raw smart_165_raw smart_166_raw smart_167_raw smart_168_raw smart_169_raw smart_170_raw smart_171_raw smart_172_raw smart_173_raw smart_174_raw smart_175_raw smart_176_raw smart_177_raw smart_178_raw smart_179_raw smart_180_raw smart_181_raw smart_182_raw smart_183_raw smart_184_raw smart_187_raw smart_188_raw smart_189_raw smart_190_raw smart_191_raw smart_192_raw smart_193_raw smart_194_raw smart_195_raw smart_196_raw smart_197_raw smart_198_raw smart_199_raw smart_200_raw smart_201_raw smart_202_raw smart_206_raw smart_210_raw smart_218_raw smart_220_raw smart_222_raw smart_223_raw smart_224_raw smart_225_raw smart_226_raw smart_230_raw smart_231_raw smart_232_raw smart_233_raw smart_234_raw smart_235_raw smart_240_raw smart_241_raw smart_242_raw smart_244_raw smart_245_raw smart_246_raw smart_247_raw smart_248_raw smart_250_raw smart_251_raw smart_252_raw smart_254_raw smart_255_raw
0 2013-04-10 W1F0LRXG ST3000DM001 3000592982016 460 0 -0.999715 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -0.906506 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.136364 -1.000000 -1.000000 -0.999756 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
1 2013-04-10 W1F09LPX ST3000DM001 3000592982016 330 0 -0.997452 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -0.888882 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.318182 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
2 2013-04-10 W1F08WP1 ST3000DM001 3000592982016 546 0 -0.990423 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -0.847057 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.272727 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
3 2013-04-10 9XW01ZT9 ST31500541AS 1500301910016 882 0 -0.999095 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -0.577681 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 -0.272727 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
4 2013-04-10 9VS3JYRG ST31500341AS 1500301910016 343 0 -0.994996 -1.000000 -1.000000 -1.000000 -0.999939 -1.000000 -1.000000 -0.599225 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.227273 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
5 2013-04-10 MJ1311YNG36USA Hitachi HDS5C3030ALA630 3000592982016 1316 0 -1.000000 -1.000000 -1.000000 -1.000000 -0.998073 -1.000000 -1.000000 -0.815254 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.409091 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
6 2013-04-10 WD-WMC1T1203338 WDC WD30EFRX 3000592982016 1049 0 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -0.977462 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.318182 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
7 2013-04-10 6XW05CJ6 ST31500541AS 1500301910016 99 0 -0.989430 -1.000000 -1.000000 -1.000000 -0.999235 -1.000000 -1.000000 -0.537044 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
8 2013-04-10 9VS3HR6E ST31500341AS 1500301910016 754 0 -0.988869 -1.000000 -1.000000 -1.000000 -0.999113 -1.000000 -1.000000 -0.608623 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.409091 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
9 2013-04-10 5XW0CBN7 ST32000542AS 2000398934016 42 0 -0.996924 -1.000000 -1.000000 -1.000000 -0.999266 -1.000000 -1.000000 -0.831260 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.500000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
10 2013-04-10 W1F03CMF ST3000DM001 3000592982016 356 0 -0.990290 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -0.860628 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.000000 -1.000000 0.409091 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
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999986 2014-04-01 S1F06M6F ST3000DM001 3000592982016 98 0 -0.997871 -1.000000 -1.000000 -0.997749 -1.000000 -0.999992 -1.000000 -0.749495 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.999845 -1.0 -0.996035 -0.993260 -0.999695 -0.219512 -1.0 -0.999333 -0.993044 -0.272727 -1.000000 -1.000000 -0.999756 -0.999756 -0.994582 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.440687 -0.994885 0.984563 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999987 2014-04-01 9XW01SR6 ST31500541AS 1500301910016 456 0 -0.997377 -1.000000 -1.000000 -0.994147 -1.000000 -0.999798 -1.000000 -0.434152 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -0.219512 -1.0 -1.000000 -1.000000 -0.272727 -1.000000 -1.000000 -1.000000 -1.000000 -0.999690 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.660909 -0.999998 -0.999996 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999988 2014-04-01 JK11A8B9J73NRF Hitachi HDS722020ALA330 2000398934016 455 0 -0.999993 -1.000000 -0.866809 -0.996173 -0.999847 -1.000000 -1.000000 -0.581274 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -0.901294 -0.999628 0.090909 -1.000000 -0.995157 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999989 2014-04-01 MJ0351YNGAAJDA Hitachi HDS5C3030ALA630 3000592982016 586 0 -1.000000 0.010309 -0.881110 -0.997861 -1.000000 -1.000000 -0.013333 -0.832581 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -0.980259 -0.999926 0.454545 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999990 2014-04-01 S1F031H8 ST3000DM001 3000592982016 160 0 -0.998035 -1.000000 -1.000000 -0.994484 -0.907500 -0.999991 -1.000000 -0.734930 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -0.991504 -0.994945 -1.000000 0.170732 -1.0 -0.998266 -0.974426 0.090909 -1.000000 -1.000000 -0.999512 -0.999512 -0.999845 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 0.460219 -0.996289 0.671364 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999991 2014-04-01 S1F031HV ST3000DM001 3000592982016 160 0 -0.989038 -1.000000 -1.000000 -0.994484 -1.000000 -0.999989 -1.000000 -0.734960 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -0.996602 -0.988206 -0.998901 0.170732 -1.0 -0.998266 -0.974439 0.090909 -1.000000 -1.000000 -1.000000 -1.000000 -0.999071 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.966002 -0.996499 0.082942 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999992 2014-04-01 W1F0AMYN ST3000DM001 3000592982016 190 0 -0.991136 -1.000000 -1.000000 -0.995948 -0.989478 -0.999870 -1.000000 -0.754306 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -0.991575 -0.999969 -0.121951 -1.0 -0.997999 -0.957660 -0.181818 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.773736 -0.996768 0.733497 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999993 2014-04-01 S1F02QSD ST3000DM001 3000592982016 134 0 -0.992313 -1.000000 -1.000000 -0.993697 -1.000000 -0.999986 -1.000000 -0.734440 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -0.989890 -0.995636 0.073171 -1.0 -0.998800 -0.981892 0.000000 -1.000000 -1.000000 -1.000000 -1.000000 -0.999381 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.045625 -0.996520 0.397243 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999994 2014-04-01 S1F04TTY ST3000DM001 3000592982016 129 0 -0.999385 -1.000000 -1.000000 -0.995723 -1.000000 -0.998127 -1.000000 -0.769272 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -0.997168 -0.992418 -1.000000 0.073171 -1.0 -0.998666 -0.984482 0.000000 -1.000000 -1.000000 -0.999756 -0.999756 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.576647 -0.993836 0.288232 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999995 2014-04-01 W1F0A2QF ST3000DM001 3000592982016 105 0 -0.999228 -1.000000 -1.000000 -0.995385 -1.000000 -0.999880 -1.000000 -0.755033 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.998915 -1.0 -0.982441 -0.994103 -0.999939 0.268293 -1.0 -0.998533 -0.942272 0.181818 -1.000000 -1.000000 -0.999512 -0.999512 -0.999690 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 0.178564 -0.995063 -0.939833 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999996 2014-04-01 W1F0266Z ST3000DM001 3000592982016 189 0 -0.999015 -1.000000 -1.000000 -0.997861 -1.000000 -0.969665 -1.000000 -0.773296 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -0.991575 -1.000000 0.073171 -1.0 -0.999733 -0.958319 0.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.812983 0.641281 -0.058715 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999997 2014-04-01 S1F053KA ST3000DM001 3000592982016 118 0 -0.991141 -1.000000 -1.000000 -0.994822 -1.000000 -0.999868 -1.000000 -0.754618 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.999767 -1.0 -1.000000 -0.988206 -0.999603 0.317073 -1.0 -0.997866 -0.978404 0.227273 -1.000000 -1.000000 -1.000000 -1.000000 -0.964087 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 0.741935 -0.995492 -0.218112 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999998 2014-04-01 W300R6LE ST4000DM000 4000787030016 561 0 -0.994216 -1.000000 -1.000000 -0.998762 -1.000000 -0.999996 -1.000000 -0.983193 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -0.999922 -1.0 -1.000000 -1.000000 -0.999756 0.073171 -1.0 -0.999867 -0.996639 0.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 0.499344 -0.999981 -0.999720 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0
999999 2014-04-01 MJ1323YNG1U44C Hitachi HDS5C3030ALA630 3000592982016 283 0 -0.999700 -1.000000 -0.881323 -0.996173 -1.000000 -1.000000 -1.000000 -0.669052 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.0 -1.000000 -1.000000 -1.000000 -1.000000 -1.0 1.000000 -0.992466 0.045455 -1.000000 -1.000000 -0.999298 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0 -1.0 -1.0 -1.0 -1.000000 -1.000000 -1.000000 -1.0 -1.0

1000000 rows × 93 columns

In [72]:
df.columns
Out[72]:
Index(['date', 'serial_number', 'model', 'capacity_bytes', 'days_to_failure',
       'failure', 'smart_1_raw', 'smart_2_raw', 'smart_3_raw', 'smart_4_raw',
       'smart_5_raw', 'smart_7_raw', 'smart_8_raw', 'smart_9_raw',
       'smart_10_raw', 'smart_11_raw', 'smart_12_raw', 'smart_13_raw',
       'smart_15_raw', 'smart_16_raw', 'smart_17_raw', 'smart_18_raw',
       'smart_22_raw', 'smart_23_raw', 'smart_24_raw', 'smart_160_raw',
       'smart_161_raw', 'smart_163_raw', 'smart_164_raw', 'smart_165_raw',
       'smart_166_raw', 'smart_167_raw', 'smart_168_raw', 'smart_169_raw',
       'smart_170_raw', 'smart_171_raw', 'smart_172_raw', 'smart_173_raw',
       'smart_174_raw', 'smart_175_raw', 'smart_176_raw', 'smart_177_raw',
       'smart_178_raw', 'smart_179_raw', 'smart_180_raw', 'smart_181_raw',
       'smart_182_raw', 'smart_183_raw', 'smart_184_raw', 'smart_187_raw',
       'smart_188_raw', 'smart_189_raw', 'smart_190_raw', 'smart_191_raw',
       'smart_192_raw', 'smart_193_raw', 'smart_194_raw', 'smart_195_raw',
       'smart_196_raw', 'smart_197_raw', 'smart_198_raw', 'smart_199_raw',
       'smart_200_raw', 'smart_201_raw', 'smart_202_raw', 'smart_206_raw',
       'smart_210_raw', 'smart_218_raw', 'smart_220_raw', 'smart_222_raw',
       'smart_223_raw', 'smart_224_raw', 'smart_225_raw', 'smart_226_raw',
       'smart_230_raw', 'smart_231_raw', 'smart_232_raw', 'smart_233_raw',
       'smart_234_raw', 'smart_235_raw', 'smart_240_raw', 'smart_241_raw',
       'smart_242_raw', 'smart_244_raw', 'smart_245_raw', 'smart_246_raw',
       'smart_247_raw', 'smart_248_raw', 'smart_250_raw', 'smart_251_raw',
       'smart_252_raw', 'smart_254_raw', 'smart_255_raw'],
      dtype='object')
In [87]:
#heatmap

import seaborn as sns
import matplotlib.pyplot as plt

cr=df[['smart_1_raw', 'smart_2_raw', 'smart_3_raw', 'smart_4_raw',
       'smart_5_raw', 'smart_7_raw', 'smart_8_raw', 'smart_9_raw',
       'smart_10_raw', 'smart_11_raw', 'smart_12_raw', 'smart_13_raw',
       'smart_15_raw', 'smart_16_raw', 'smart_17_raw', 'smart_18_raw',
       'smart_22_raw', 'smart_23_raw', 'smart_24_raw', 'smart_160_raw',
       'smart_161_raw', 'smart_163_raw', 'smart_164_raw', 'smart_165_raw',
       'smart_166_raw', 'smart_167_raw', 'smart_168_raw', 'smart_169_raw',
       'smart_170_raw', 'smart_171_raw', 'smart_172_raw', 'smart_173_raw',
       'smart_174_raw', 'smart_175_raw', 'smart_176_raw', 'smart_177_raw',
       'smart_178_raw', 'smart_179_raw', 'smart_180_raw', 'smart_181_raw',
       'smart_182_raw', 'smart_183_raw', 'smart_184_raw', 'smart_187_raw',
       'smart_188_raw', 'smart_189_raw', 'smart_190_raw', 'smart_191_raw',
       'smart_192_raw', 'smart_193_raw', 'smart_194_raw', 'smart_195_raw',
       'smart_196_raw', 'smart_197_raw', 'smart_198_raw', 'smart_199_raw',
       'smart_200_raw', 'smart_201_raw', 'smart_202_raw', 'smart_206_raw',
       'smart_210_raw', 'smart_218_raw', 'smart_220_raw', 'smart_222_raw',
       'smart_223_raw', 'smart_224_raw', 'smart_225_raw', 'smart_226_raw',
       'smart_230_raw', 'smart_231_raw', 'smart_232_raw', 'smart_233_raw',
       'smart_234_raw', 'smart_235_raw', 'smart_240_raw', 'smart_241_raw',
       'smart_242_raw', 'smart_244_raw', 'smart_245_raw', 'smart_246_raw',
       'smart_247_raw', 'smart_248_raw', 'smart_250_raw', 'smart_251_raw',
       'smart_252_raw', 'smart_254_raw', 'smart_255_raw','failure']].corr()

#colormap = plt.cm.RdBu
plt.figure(figsize=(96,96))
plt.title('Correlation matrix', y=1.05, size=16)

mask = np.zeros_like(cr)
mask[np.triu_indices_from(mask)] = True

#heatm = sns.heatmap(cr, mask = mask, linewidths=0.1,vmax=1.0, square=True, cmap=colormap, linecolor='white', annot=True)
heatm = sns.heatmap(cr, mask = mask, annot=True, cmap="Blues", fmt='.1g')
In [88]:
plt.show()

Several correlations found between attributes as follows:

Correlation of 1
smart_8_raw and smart_2_raw
smart_223_raw and smart_11_raw
smart_255_raw and smart_12_raw
smart_251_raw and smart_250_raw
smart_252_raw and smart_250_raw
smart_251_raw and smart_252_raw

Interesting stuff:
smart_201_raw and smart_13_raw show high correlation ( 0.9 )
smart_255_raw and smart_15_raw show high correlation (0.7)
smart_223_raw and smart_225_raw 0.7
smart_225_raw and smart_11_raw 0.7
smart_192_raw and smart_240_raw 0.8