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Datasets:
lakedata
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lakehouse

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account_id
string
observation_month
date32
mob
uint16
vintage_month
date32
vintage_year
int16
at_risk
bool
event_this_month
bool
churn_type
uint8
is_soft_month_current
bool
is_soft_month
bool
months_in_soft
uint8
months_in_soft_to_date
uint16
history_insufficient
bool
balance
float32
txn_count
uint16
txn_amount
float32
digital_share
float32
net_flow
float32
bal_mean_mtd
float32
bal_slope_mtd
float32
bal_max_drawdown_mtd
float32
active_days
uint8
zero_txn_days
uint8
months_since_last_txn
float32
recency_last
float32
product_count
uint8
longest_inactivity_streak
uint16
ramadan_flag
bool
eid_flag
bool
observation_quarter
uint8
balance_pct_chg_1m
float32
txn_count_pct_chg_1m
float32
digital_share_delta_1m
float32
bal_mean_3m
float32
bal_mean_6m
float32
bal_slope_6m
float32
txn_cnt_mean_3m
float32
txn_cnt_mean_6m
float32
txn_cnt_sum_6m
float32
txn_amt_mean_3m
float32
branch_region
uint8
branch_district
uint8
product_type
uint8
account_type
uint8
age_band
uint8
gender
uint8
customer_persona
uint8
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380,938,464
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379,407,776
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32
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34
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35
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42,459.925781
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37
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338,948,064
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41,323.289063
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26
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341,690,560
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f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
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38
2015-05-01
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false
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2
32,680.5
1
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29
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340,317,184
342,385,536
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37,054.277344
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1
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f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2018-08-01
39
2015-05-01
2,015
true
false
0
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1
23
false
336,225,408
5
49,557.660156
1
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27
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338,949,664
341,009,600
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15
33,794.46875
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f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2018-09-01
40
2015-05-01
2,015
true
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1
true
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0
24
false
334,875,488
1
20,206.294922
1
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0
0
6
0
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3
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0
337,586,304
339,638,432
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41,187.148438
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2
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3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2018-10-01
41
2015-05-01
2,015
true
false
1
true
true
1
25
false
333,527,328
2
37,489.824219
1
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29
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4
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338,272,992
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34,148.152344
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f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2018-11-01
42
2015-05-01
2,015
true
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0
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2
25
false
332,183,200
3
43,421.328125
1
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332,832,576
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0
334,876,064
336,912,864
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35,751.257813
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f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2018-12-01
43
2015-05-01
2,015
true
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0
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0
25
false
330,846,976
3
37,038.066406
1
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331,492,960
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3
28
0
0
6
0
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4
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0
0
333,528,672
335,557,504
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2
2.833333
17
33,705.816406
3
2
1
1
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3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-01-01
44
2015-05-01
2,015
true
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1
true
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0
26
false
329,517,280
2
28,598.685547
1
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330,160,544
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2
29
0
0
6
0
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1
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0
332,185,824
334,207,296
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2.666667
16
39,316.40625
3
2
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1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-02-01
45
2015-05-01
2,015
true
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1
true
true
1
27
false
328,190,880
2
35,393.539063
1
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328,830,016
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2
26
0
0
6
0
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1
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0
0
330,849,152
332,862,624
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2.666667
16
36,352.695313
3
2
1
1
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3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-03-01
46
2015-05-01
2,015
true
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0
false
true
2
27
false
326,867,424
6
59,809.597656
1
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327,506,176
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26
0
0
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0
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2
0
329,518,368
331,523,520
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13
33,676.765625
3
2
1
1
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1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-04-01
47
2015-05-01
2,015
true
false
1
true
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0
28
false
325,553,216
2
29,452.824219
1
-21,348.316406
326,187,264
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2
28
0
0
6
0
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2
-0.004021
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0
328,191,872
330,188,864
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3.333333
3
18
41,267.273438
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-05-01
48
2015-05-01
2,015
true
false
0
false
true
1
28
false
324,245,600
3
30,832.826172
1
-18,021.822266
324,877,888
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0.003888
3
28
0
0
6
0
true
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2
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0.5
0
326,870,496
328,859,840
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3
18
41,551.988281
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-06-01
49
2015-05-01
2,015
true
false
0
false
false
0
28
false
322,941,920
4
40,845.722656
1
-21,227.628906
323,570,848
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0.003888
4
26
0
0
6
0
true
true
2
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0.333333
0
325,555,424
327,536,896
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18
40,031.75
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-07-01
50
2015-05-01
2,015
true
false
1
true
false
0
29
false
321,642,496
1
27,749.203125
1
-23,621.896484
322,270,336
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0.003895
1
30
0
0
6
0
false
true
3
-0.004024
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0
324,246,912
326,219,392
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3
3.166667
19
33,710.457031
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-08-01
51
2015-05-01
2,015
true
false
0
false
true
1
29
false
320,344,160
4
57,900.171875
1
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320,971,328
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27
0
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3
0
322,943,328
324,906,912
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18
33,142.585938
3
2
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1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-09-01
52
2015-05-01
2,015
true
false
1
true
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0
30
false
319,057,696
1
20,275.265625
1
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319,678,912
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29
0
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6
0
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0
321,642,848
323,599,136
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20
42,165.03125
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2
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1
null
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f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-10-01
53
2015-05-01
2,015
true
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1
true
true
1
31
false
317,776,032
2
30,897.574219
1
-18,045.890625
318,395,552
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0.003889
2
29
0
0
6
0
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4
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1
0
320,348,128
322,297,504
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2
2.5
15
35,308.214844
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-11-01
54
2015-05-01
2,015
true
false
1
true
true
2
32
false
316,495,744
2
37,722.792969
1
-27,479.166016
317,113,248
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0.003896
2
28
0
0
6
0
false
false
4
-0.004029
0
0
319,059,296
321,001,312
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2.5
15
36,357.671875
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2019-12-01
55
2015-05-01
2,015
true
false
1
true
true
3
33
false
315,223,392
2
30,260.720703
1
-20,425.431641
315,838,880
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0.003892
2
29
0
0
6
0
false
false
4
-0.00402
0
0
317,776,480
319,709,664
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2.333333
14
29,631.876953
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-01-01
56
2015-05-01
2,015
true
false
0
false
true
4
33
false
313,954,656
3
37,187.679688
1
-24,112.119141
314,567,712
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0.003897
3
28
0
0
6
0
false
false
1
-0.004025
0.5
0
316,498,400
318,423,264
-1,283,498
2
2
12
32,960.363281
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-02-01
57
2015-05-01
2,015
true
false
1
true
false
0
34
false
312,689,504
2
36,786.640625
1
-27,822.347656
313,300,480
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0.003893
2
27
0
0
6
0
false
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1
-0.00403
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0
315,224,608
317,141,952
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2.333333
2.333333
14
35,057.0625
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-03-01
58
2015-05-01
2,015
true
false
0
false
true
1
34
false
311,430,368
3
41,523.320313
1
-25,437.111328
312,038,464
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0.003898
3
28
0
0
6
0
false
false
1
-0.004027
0.5
0
313,955,840
315,866,176
-1,273,641.125
2.333333
2
12
34,745.015625
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-04-01
59
2015-05-01
2,015
true
false
0
false
false
0
34
false
310,178,560
3
30,632.382813
1
-19,721.9375
310,783,040
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0.003887
3
27
0
0
6
0
true
false
2
-0.00402
0
0
312,691,520
314,594,944
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2.666667
2.333333
14
38,499.214844
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-05-01
60
2015-05-01
2,015
true
false
0
false
false
0
34
false
308,924,832
6
68,042.132813
0.833333
-37,015.855469
309,532,544
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0.003914
6
25
0
0
6
0
true
true
2
-0.004042
1
-0.166667
311,432,800
313,328,704
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2.5
15
36,314.113281
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-06-01
61
2015-05-01
2,015
true
false
0
false
false
0
34
false
307,681,216
3
36,660.636719
1
-24,302.613281
308,282,144
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0.003893
3
27
0
0
6
0
false
true
2
-0.004026
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0.166667
310,177,920
312,066,880
-1,259,435
4
3.166667
19
46,732.613281
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-07-01
62
2015-05-01
2,015
true
false
1
true
false
0
35
false
306,443,424
2
34,431.503906
1
-22,184.052734
307,040,960
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0.00389
2
29
0
0
6
0
false
false
3
-0.004023
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0
308,928,192
310,809,856
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4
3.333333
20
45,111.71875
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-08-01
63
2015-05-01
2,015
true
false
0
false
true
1
35
false
305,207,968
5
55,179.539063
1
-28,743.964844
305,804,960
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0.003903
5
26
0
0
6
0
false
false
3
-0.004032
1.5
0
307,683,168
309,557,984
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3.666667
3.166667
19
46,378.089844
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-09-01
64
2015-05-01
2,015
true
false
1
true
false
0
36
false
303,979,840
1
29,870.583984
1
-22,732.660156
304,572,672
-41,071.347656
0.003891
1
29
0
0
6
0
false
false
3
-0.004024
-0.8
0
306,444,192
308,311,072
-1,244,600.625
3.333333
3.666667
22
42,090.558594
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-10-01
65
2015-05-01
2,015
true
false
1
true
true
1
37
false
302,755,328
2
37,662.492188
1
-25,980.332031
303,347,264
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0.0039
2
29
0
0
6
0
false
false
4
-0.004028
1
0
305,210,400
307,069,312
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2.666667
3.333333
20
39,827.210938
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-11-01
66
2015-05-01
2,015
true
false
1
true
true
2
38
false
301,540,416
1
17,520.089844
1
-14,199.894531
302,127,136
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0.00388
1
29
0
0
6
0
false
false
4
-0.004013
-0.5
0
303,981,056
305,832,096
-1,233,917.25
2.666667
3.166667
19
40,904.203125
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2020-12-01
67
2015-05-01
2,015
true
false
0
false
true
3
38
false
300,327,328
3
38,734.523438
0.666667
-21,854.34375
300,914,144
-39,212.007813
0.003895
3
28
0
0
6
0
false
false
4
-0.004023
2
-0.333333
302,758,528
304,601,376
-1,228,469
1.333333
2.333333
14
28,351.054688
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2021-01-01
68
2015-05-01
2,015
true
false
1
true
false
0
39
false
299,118,144
2
37,182.5
1
-24,145.763672
299,702,752
-39,120.621094
0.003898
2
29
0
0
6
0
false
false
1
-0.004026
-0.333333
0.333333
301,541,024
303,375,712
-1,223,075.625
2
2.333333
14
31,305.701172
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2021-02-01
69
2015-05-01
2,015
true
false
1
true
true
1
40
false
297,913,536
2
36,875.28125
1
-24,832.998047
298,494,112
-43,169.28125
0.003885
2
26
0
0
6
0
false
false
1
-0.004027
0
0
300,328,640
302,154,848
-1,217,759.125
2
2.333333
14
31,145.705078
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2021-03-01
70
2015-05-01
2,015
true
false
0
false
true
2
40
false
296,713,696
3
40,226.378906
1
-25,001.173828
297,293,056
-38,781.976563
0.003899
3
28
0
0
6
0
false
false
1
-0.004027
0.5
0
299,119,680
300,939,104
-1,213,033.125
2.333333
1.833333
11
37,597.433594
3
2
1
1
null
1
3
f2aeac38-5472-4bc6-b84e-4d5d8ec2c58f
2021-04-01
71
2015-05-01
2,015
true
false
0
false
false
0
40
false
295,517,888
5
53,746.933594
1
-26,846.480469
296,096,352
-39,967.84375
0.003898
5
25
0
0
6
0
true
false
2
-0.00403
0.666667
0
297,915,136
299,728,064
-1,208,513.875
2.333333
2.166667
13
38,094.71875
3
2
1
1
null
1
3
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