Introduction to PySpark Part 5 – Aggregating Data

This is the fifth part in a series of blog posts as an introduction to PySpark.

The other parts of this blog post series can be found here:

In this part I’ll be covering:

GroupBy
Pivot
Windowing
Time Series Aggregation
- Aggregation
- Windowing
Joining DataFrames
Concatenating DataFrames using Union

GroupBy

The groupBy method of spark DataFrames allows us to group our data by a certain column to get summary statistics of the data that belongs to each class/group in that column.

Let’s take a look by reading in the Pokemon dataset we’ve analysed in other parts of this blog post series.

pokemon = spark.read.parquet('/mnt/tmp/pokemon.parquet')
display(pokemon.limit(10))

#	Name	Type1	Type2	HP	Attack	Defense	Sp.Atk	Sp.Def	Speed	Generation	Legendary
1	Bulbasaur	Grass	Poison	45	49	49	65	null	45	1	false
2	Ivysaur	Grass	Poison	60	62	63	80	80.0	60	1	false
3	Venusaur	Grass	Poison	80	82	83	100	100.0	80	1	false
3	VenusaurMega Venusaur	Grass	Poison	80	100	123	122	120.0	80	1	false
4	Charmander	Fire	null	39	52	43	60	50.0	65	1	false
5	Charmeleon	Fire	null	58	64	58	80	65.0	80	1	false
6	Charizard	Fire	Flying	78	84	78	109	85.0	100	1	false
6	CharizardMega Charizard X	Fire	Dragon	78	130	111	130	85.0	100	1	false
6	CharizardMega Charizard Y	Fire	Flying	78	104	78	159	115.0	100	1	false
7	Squirtle	Water	null	44	48	65	50	64.0	43	1	false

Let’s say we want the minimum, maximum and mean of HP, Attack and Defense for each of the Type1 values, we could do that as follows:

from pyspark.sql.functions import min as col_min, max as col_max, mean as col_mean

grouped_df = pokemon.groupBy('Type1').agg(
    col_min('HP').alias('min_HP'),
    col_max('HP').alias('max_HP'),
    col_mean('HP').alias('mean_HP'),
    col_min('Attack').alias('min_Attack'),
    col_max('Attack').alias('max_Attack'),
    col_mean('Attack').alias('mean_Attack'),
    col_min('Defense').alias('min_Defense'),
    col_max('Defense').alias('max_Defense'),
    col_mean('Defense').alias('mean_Defense'),
)

display(grouped_df)

Type1	min_HP	max_HP	mean_HP	min_Attack	max_Attack	mean_Attack	min_Defense	max_Defense	mean_Defense
Water	20	170	72.0625	10	155	74.15178571428571	20	180	72.94642857142857
Poison	35	105	67.25	43	106	74.67857142857143	35	120	68.82142857142857
Steel	40	100	65.22222222222223	24	150	92.70370370370371	50	230	126.37037037037037
Rock	30	123	65.36363636363636	40	165	92.86363636363636	40	200	100.79545454545455
Ice	36	110	72.0	30	130	72.75	15	184	71.41666666666667
Ghost	20	150	64.4375	30	165	73.78125	30	145	81.1875
Fairy	35	126	74.11764705882354	20	131	61.529411764705884	28	95	65.70588235294117
Psychic	20	190	70.63157894736842	20	190	71.45614035087719	15	160	67.6842105263158
Dragon	41	125	83.3125	50	180	112.125	35	130	86.375
Flying	40	85	70.75	30	115	78.75	35	80	66.25
Bug	1	86	56.88405797101449	10	185	70.97101449275362	30	230	70.72463768115942
Electric	20	90	59.79545454545455	30	123	69.0909090909091	15	115	66.29545454545455
Fire	38	115	69.90384615384616	30	160	84.76923076923077	37	140	67.76923076923077
Ground	10	115	73.78125	40	180	95.75	25	160	84.84375
Dark	35	126	66.80645161290323	50	150	88.38709677419355	30	125	70.2258064516129
Fighting	30	144	69.85185185185185	35	145	96.77777777777777	30	95	65.92592592592592
Grass	30	123	67.27142857142857	27	132	73.21428571428571	30	131	70.8
Normal	30	255	77.27551020408163	5	160	73.46938775510205	5	126	59.8469387755102

What if we wanted to group on two columns, so we wanted all the combinations of Type1 and Type2, we could do that as follows by providing a list to the GroupBy. For simplicity’s sake here, I’ll only look at HP

grouped_df = pokemon.groupBy(['Type1', 'Type2']).agg(
    col_min('HP').alias('min_HP'),
    col_max('HP').alias('max_HP'),
    col_mean('HP').alias('mean_HP'),
)

display(grouped_df)

Type1	Type2	min_HP	max_HP	mean_HP
Fighting	Psychic	30	60	50.0
Fighting	Steel	70	70	70.0
Flying	Dragon	40	85	62.5
Grass	Psychic	60	95	77.5
Water	null	20	170	66.84745762711864
Bug	Steel	58	75	67.71428571428571
Ghost	Flying	90	150	120.0
Poison	Dark	63	103	78.66666666666667
Bug	Fire	55	85	70.0
Steel	Rock	50	70	60.0
Water	Ghost	55	100	77.5
Steel	Ghost	45	60	56.0
Water	Ice	50	130	90.0
Poison	null	35	105	66.0
Steel	null	40	80	62.0
Rock	Steel	30	60	50.0
Rock	Psychic	70	70	70.0
Electric	Steel	25	70	48.333333333333336
Steel	Dragon	100	100	100.0
Dark	Ice	55	70	62.5
Bug	Ground	31	60	45.5
Water	Poison	40	80	61.666666666666664
Grass	Fairy	40	60	50.0
Rock	null	30	97	67.11111111111111
Ground	Steel	110	110	110.0
Water	Dragon	75	90	82.5
Ground	Dragon	50	80	65.0
Steel	Ground	75	75	75.0
Ghost	Dragon	150	150	150.0
Electric	Dragon	90	90	90.0
Ice	null	36	95	67.92307692307692
Electric	Flying	50	90	70.6
Psychic	Dark	80	80	80.0
Ground	Dark	50	95	68.33333333333333
Dragon	Electric	100	100	100.0
Ghost	null	20	64	49.3
Fire	Flying	62	106	82.0
Dragon	Fire	100	100	100.0
Fairy	null	35	126	74.66666666666667
Water	Ground	50	111	87.1
Ground	Ghost	59	89	74.0
Water	Dark	45	95	69.16666666666667
Psychic	Flying	40	106	67.5
Poison	Dragon	65	65	65.0
Rock	Fairy	50	50	50.0
Rock	Bug	45	75	60.0
Fire	Rock	50	50	50.0
Normal	Water	79	79	79.0
Ice	Ghost	70	70	70.0
Fire	Steel	91	91	91.0
Ghost	Poison	30	60	48.75
Dark	Fire	45	75	65.0
Fire	Ground	60	70	66.66666666666667
Normal	Psychic	70	100	85.0
Ghost	Fire	50	60	56.666666666666664
Psychic	null	25	190	72.55263157894737
Rock	Flying	55	80	72.5
Dark	Flying	60	126	93.2
Ground	Flying	65	89	79.5
Fire	Normal	62	86	74.0
Bug	Grass	35	75	55.0
Dragon	Ice	125	125	125.0
Normal	Fairy	50	140	99.6
Rock	Ground	35	80	55.0
Steel	Fighting	91	91	91.0
Steel	Fairy	50	57	52.333333333333336
Dark	Dragon	52	92	72.0
Normal	Flying	35	100	62.041666666666664
Dragon	null	41	90	61.81818181818182
Dragon	Flying	75	105	94.33333333333333
Ground	Psychic	40	60	50.0
Steel	Psychic	40	100	69.14285714285714
Water	Steel	84	84	84.0
Water	Grass	40	80	60.0
Steel	Flying	65	65	65.0
Normal	Fighting	65	100	82.5
Bug	Flying	30	86	63.0
Fairy	Flying	55	85	70.0
Ground	Fire	100	100	100.0
Psychic	Fairy	20	68	43.666666666666664
Poison	Ground	81	90	85.5
Electric	Ghost	50	50	50.0
Water	Flying	40	95	63.142857142857146
Poison	Fighting	48	83	65.5
Fire	Psychic	75	105	90.0
Fighting	Flying	78	78	78.0
Ice	Psychic	45	65	55.0
Grass	Poison	40	114	64.86666666666666
Electric	Fire	50	50	50.0
Dark	Ghost	50	50	50.0
Dark	Steel	45	65	55.0
Fire	Water	80	80	80.0
Electric	Fairy	67	67	67.0
Bug	Fighting	80	80	80.0
Flying	null	79	79	79.0
Bug	Poison	30	70	53.75
Grass	Flying	35	100	72.8
Electric	Water	50	50	50.0
Dark	Fighting	50	65	57.5
Dragon	Ground	58	108	90.0
Bug	null	37	80	53.05882352941177
Electric	Ice	50	50	50.0
Rock	Dark	100	100	100.0
Dragon	Fairy	75	75	75.0
Grass	Dragon	70	70	70.0
Grass	Steel	44	74	59.0
Electric	null	20	90	60.0
Ice	Ground	50	110	86.66666666666667
Fire	null	38	115	62.714285714285715
Grass	Ground	95	95	95.0
Normal	Ground	85	85	85.0
Poison	Flying	40	85	66.66666666666667
Dark	Psychic	53	86	69.5
Water	Psychic	60	95	87.0
Ground	null	10	108	64.6923076923077
Water	Fighting	90	91	90.66666666666667
Water	Electric	75	125	100.0
Fire	Fighting	60	110	80.0
Ghost	Grass	43	85	61.4
Dark	null	35	95	60.5
Electric	Normal	44	62	53.0
Psychic	Ghost	80	80	80.0
Electric	Grass	50	50	50.0
Fire	Dragon	78	78	78.0
Ground	Rock	80	115	100.0
Water	Rock	54	100	70.75
Normal	Grass	60	80	70.0
Psychic	Fighting	68	106	80.66666666666667
Bug	Ghost	1	1	1.0
Psychic	Fire	100	100	100.0
Poison	Water	50	50	50.0
Rock	Fighting	91	91	91.0
Psychic	Grass	100	100	100.0
Ground	Electric	109	109	109.0
Poison	Bug	40	40	40.0
Fighting	Dark	95	95	95.0
Ice	Water	70	110	90.0
Grass	Dark	70	90	76.66666666666667
Fighting	null	35	144	71.15
Bug	Water	40	40	40.0
Grass	Ice	60	90	80.0
Water	Fairy	70	100	85.0
Grass	null	30	123	64.39393939393939
Rock	Water	30	72	51.5
Ice	Flying	45	90	67.5
Dragon	Psychic	80	80	80.0
Bug	Rock	20	70	46.666666666666664
Ghost	Dark	50	50	50.0
Rock	Grass	66	86	76.0
Rock	Dragon	58	82	70.0
Grass	Fighting	60	91	79.66666666666667
Normal	null	30	255	81.09836065573771
Bug	Electric	50	70	60.0
Rock	Ice	77	123	100.0

Pivot

We can also pivot data, so let’s say we wanted the mean of HP for each Type1 of Pokemon across the different generations of Pokemon, we can do that as follows:

mean_hp_by_type_and_gen = (
    pokemon
    .groupBy(['Type1'])
    .pivot('Generation')
    .agg(col_mean('HP'))
)

display(mean_hp_by_type_and_gen)

Type1	1	2	3	4	5	6
Water	66.96774193548387	76.38888888888889	72.37037037037037	73.92307692307692	78.72222222222223	57.6
Poison	64.5	85.0	81.0	67.83333333333333	65.0	57.5
Steel	null	71.66666666666667	65.83333333333333	74.66666666666667	62.75	56.2
Rock	56.5	78.0	65.25	60.666666666666664	71.83333333333333	67.11111111111111
Ice	77.5	60.0	80.0	81.66666666666667	63.0	75.0
Ghost	48.75	60.0	46.4	99.28571428571429	53.2	61.4
Fairy	82.5	58.0	null	85.0	null	80.0
Psychic	70.72727272727273	87.71428571428571	58.5	68.875	72.21428571428571	74.0
Dragon	64.33333333333333	null	81.66666666666667	85.5	93.33333333333333	77.75
Flying	null	null	null	null	79.0	62.5
Bug	56.785714285714285	59.583333333333336	49.833333333333336	59.0	59.111111111111114	54.333333333333336
Electric	54.44444444444444	65.71428571428571	60.0	57.5	64.75	57.666666666666664
Fire	65.85714285714286	66.375	66.875	70.0	83.88888888888889	67.75
Ground	58.125	81.66666666666667	67.85714285714286	91.5	81.0	null
Dark	null	67.5	55.833333333333336	80.0	63.53846153846154	88.33333333333333
Fighting	63.57142857142857	42.5	73.2	60.0	81.42857142857143	80.0
Grass	66.15384615384616	58.888888888888886	63.0	74.6	65.8	78.8
Normal	79.95833333333333	87.2	68.66666666666667	79.66666666666667	75.42105263157895	60.75

Windowing

Windowing allows us to do things like ranking or lagging within groups.

Let’s say for example we want to rank Pokemon by their HP within Pokemon of that type – let’s take a small subset of our Pokemon data to demonstrate.

We’ll take 20 pokemon that are Water, Fire or Grass types.

pokemon_subset = pokemon[pokemon['Type1'].isin(['Water', 'Fire', 'Grass'])].dropDuplicates(subset=['#']).select('Name', 'Type1', 'HP').limit(20)
display(pokemon_subset)

Name	Type1	HP
Bulbasaur	Grass	45
Ivysaur	Grass	60
Venusaur	Grass	80
Charmander	Fire	39
Charmeleon	Fire	58
Charizard	Fire	78
Squirtle	Water	44
Wartortle	Water	59
Blastoise	Water	79
Vulpix	Fire	38
Ninetales	Fire	73
Oddish	Grass	45
Gloom	Grass	60
Vileplume	Grass	75
Psyduck	Water	50
Golduck	Water	80
Growlithe	Fire	55
Arcanine	Fire	90
Poliwag	Water	40
Poliwhirl	Water	65

If we want to rank our HP within each of the types, we could do that as follows by defining a window that we partition by Type1 and order by HP.

from pyspark.sql.window import Window
from pyspark.sql.functions import row_number, desc

window_func = Window.partitionBy('Type1').orderBy(desc('HP'))

pokemon_subset = pokemon_subset.withColumn('HP_rank', row_number().over(window_func))

Note that the rank ascends as the HP descends within a type, then for a new type it starts again.

display(pokemon_subset)

Name	Type1	HP	HP_rank
Arcanine	Fire	90	1
Charizard	Fire	78	2
Ninetales	Fire	73	3
Charmeleon	Fire	58	4
Growlithe	Fire	55	5
Charmander	Fire	39	6
Vulpix	Fire	38	7
Venusaur	Grass	80	1
Vileplume	Grass	75	2
Ivysaur	Grass	60	3
Gloom	Grass	60	4
Bulbasaur	Grass	45	5
Oddish	Grass	45	6
Golduck	Water	80	1
Blastoise	Water	79	2
Poliwhirl	Water	65	3
Wartortle	Water	59	4
Psyduck	Water	50	5
Squirtle	Water	44	6
Poliwag	Water	40	7

We can also use lag and lead to get lagging and leading values within groups, this tends to be more applicable for time series data but let’s see it in action here in any case

from pyspark.sql.functions import lag, lead

pokemon_subset = (
    pokemon_subset
    .withColumn('HP_lag', lag('HP', 2).over(window_func))
    .withColumn('HP_lead', lead('HP', 2).over(window_func))
)

display(pokemon_subset)

Name	Type1	HP	HP_rank	HP_lag	HP_lead
Arcanine	Fire	90	1	null	73
Charizard	Fire	78	2	null	58
Ninetales	Fire	73	3	90	55
Charmeleon	Fire	58	4	78	39
Growlithe	Fire	55	5	73	38
Charmander	Fire	39	6	58	null
Vulpix	Fire	38	7	55	null
Venusaur	Grass	80	1	null	60
Vileplume	Grass	75	2	null	60
Ivysaur	Grass	60	3	80	45
Gloom	Grass	60	4	75	45
Bulbasaur	Grass	45	5	60	null
Oddish	Grass	45	6	60	null
Golduck	Water	80	1	null	65
Blastoise	Water	79	2	null	59
Poliwhirl	Water	65	3	80	50
Wartortle	Water	59	4	79	44
Psyduck	Water	50	5	65	40
Squirtle	Water	44	6	59	null
Poliwag	Water	40	7	50	null

Time Series Aggregation

In PySpark, we don’t have the same time series aggregation through resampling that we have in pandas we do have a number of functions available to us to get different aspects of a datetime to allow us to aggregate.

Let’s say we have a dataset that provides the distance travelled per minute:

from pyspark.sql.types import StructType, StructField, TimestampType, DoubleType

distance_schema = StructType(fields=[
    StructField('datetime', TimestampType()),
    StructField('distance', DoubleType()),
])

distances = spark.read.csv('/mnt/tmp/distances.csv', schema=distance_schema, header=True)
display(distances)

datetime	distance
2018-02-05T00:00:00.000+0000	0.172028599017
2018-02-05T00:01:00.000+0000	0.379799201046
2018-02-05T00:02:00.000+0000	0.881766233826
2018-02-05T00:03:00.000+0000	0.0704494525627
2018-02-05T00:04:00.000+0000	0.227322373463
2018-02-05T00:05:00.000+0000	0.872156302583
2018-02-05T00:06:00.000+0000	6.53206426388
2018-02-05T00:07:00.000+0000	0.774769592305
2018-02-05T00:08:00.000+0000	0.916500566042
2018-02-05T00:09:00.000+0000	3.53872719668
2018-02-05T00:10:00.000+0000	0.200375644146
2018-02-05T00:11:00.000+0000	6.75050784096
2018-02-05T00:12:00.000+0000	0.0
2018-02-05T00:13:00.000+0000	2.42994761321
2018-02-05T00:14:00.000+0000	5.04524365297
2018-02-05T00:15:00.000+0000	1.86565908379
2018-02-05T00:16:00.000+0000	4.62698754467
2018-02-05T00:17:00.000+0000	0.0
2018-02-05T00:18:00.000+0000	0.431836598774
2018-02-05T00:19:00.000+0000	2.11122924109
2018-02-05T00:20:00.000+0000	0.0
2018-02-05T00:21:00.000+0000	0.641135676972
2018-02-05T00:22:00.000+0000	6.93112810093
2018-02-05T00:23:00.000+0000	0.0735692442014
2018-02-05T00:24:00.000+0000	3.12415723192
2018-02-05T00:25:00.000+0000	0.0
2018-02-05T00:26:00.000+0000	1.14632546411
2018-02-05T00:27:00.000+0000	3.03385951376
2018-02-05T00:28:00.000+0000	2.65450293345
2018-02-05T00:29:00.000+0000	3.9344019265
2018-02-05T00:30:00.000+0000	0.340439828323
2018-02-05T00:31:00.000+0000	1.22508071851
2018-02-05T00:32:00.000+0000	0.108473762937
2018-02-05T00:33:00.000+0000	2.52555375898
2018-02-05T00:34:00.000+0000	2.45170291982
2018-02-05T00:35:00.000+0000	4.9406118493
2018-02-05T00:36:00.000+0000	0.0
2018-02-05T00:37:00.000+0000	3.22587908638
2018-02-05T00:38:00.000+0000	0.171737140062
2018-02-05T00:39:00.000+0000	0.451339191355
2018-02-05T00:40:00.000+0000	1.45844192649
2018-02-05T00:41:00.000+0000	5.0612343314
2018-02-05T00:42:00.000+0000	1.28854395874
2018-02-05T00:43:00.000+0000	0.490743779096
2018-02-05T00:44:00.000+0000	7.6816563138
2018-02-05T00:45:00.000+0000	1.41572194765
2018-02-05T00:46:00.000+0000	0.807297200259
2018-02-05T00:47:00.000+0000	0.201087616929
2018-02-05T00:48:00.000+0000	2.97265018617
2018-02-05T00:49:00.000+0000	1.3180108898
2018-02-05T00:50:00.000+0000	6.85192971795
2018-02-05T00:51:00.000+0000	0.0
2018-02-05T00:52:00.000+0000	3.83482874844
2018-02-05T00:53:00.000+0000	4.40997797388
2018-02-05T00:54:00.000+0000	2.3324568637
2018-02-05T00:55:00.000+0000	0.0
2018-02-05T00:56:00.000+0000	6.36369812125
2018-02-05T00:57:00.000+0000	1.77806113744
2018-02-05T00:58:00.000+0000	6.19265832933
2018-02-05T00:59:00.000+0000	1.0626769022
2018-02-05T01:00:00.000+0000	0.112093343559
2018-02-05T01:01:00.000+0000	4.15175854726
2018-02-05T01:02:00.000+0000	3.02991073876
2018-02-05T01:03:00.000+0000	0.993974103233
2018-02-05T01:04:00.000+0000	0.68663154051
2018-02-05T01:05:00.000+0000	0.459767446825
2018-02-05T01:06:00.000+0000	0.688808643658
2018-02-05T01:07:00.000+0000	4.50474371373
2018-02-05T01:08:00.000+0000	0.386337358858
2018-02-05T01:09:00.000+0000	0.508364966409
2018-02-05T01:10:00.000+0000	4.20634657715
2018-02-05T01:11:00.000+0000	3.30625324863
2018-02-05T01:12:00.000+0000	3.37154236377
2018-02-05T01:13:00.000+0000	0.378024933738
2018-02-05T01:14:00.000+0000	6.67321369149
2018-02-05T01:15:00.000+0000	1.96842162184
2018-02-05T01:16:00.000+0000	0.17538415514
2018-02-05T01:17:00.000+0000	0.0
2018-02-05T01:18:00.000+0000	3.71458595087
2018-02-05T01:19:00.000+0000	4.06004969127
2018-02-05T01:20:00.000+0000	0.259285478639
2018-02-05T01:21:00.000+0000	0.0
2018-02-05T01:22:00.000+0000	2.42985904574
2018-02-05T01:23:00.000+0000	0.964919756337
2018-02-05T01:24:00.000+0000	1.64228647656
2018-02-05T01:25:00.000+0000	2.48443056874
2018-02-05T01:26:00.000+0000	4.01208848218
2018-02-05T01:27:00.000+0000	0.879709666043
2018-02-05T01:28:00.000+0000	6.37680292073
2018-02-05T01:29:00.000+0000	0.108877816427
2018-02-05T01:30:00.000+0000	0.804197094394
2018-02-05T01:31:00.000+0000	5.17144097987
2018-02-05T01:32:00.000+0000	4.354412567
2018-02-05T01:33:00.000+0000	0.0704192850426
2018-02-05T01:34:00.000+0000	0.359705964685
2018-02-05T01:35:00.000+0000	2.05954299764
2018-02-05T01:36:00.000+0000	0.0
2018-02-05T01:37:00.000+0000	8.86169586234
2018-02-05T01:38:00.000+0000	0.501934254042
2018-02-05T01:39:00.000+0000	0.01385360376
2018-02-05T01:40:00.000+0000	0.0
2018-02-05T01:41:00.000+0000	0.443014408267
2018-02-05T01:42:00.000+0000	1.6309701333
2018-02-05T01:43:00.000+0000	0.0
2018-02-05T01:44:00.000+0000	0.5417971514
2018-02-05T01:45:00.000+0000	0.044236263193
2018-02-05T01:46:00.000+0000	3.2617891767
2018-02-05T01:47:00.000+0000	1.777941329
2018-02-05T01:48:00.000+0000	1.54762938317
2018-02-05T01:49:00.000+0000	0.0
2018-02-05T01:50:00.000+0000	1.47609645203
2018-02-05T01:51:00.000+0000	5.3616463022
2018-02-05T01:52:00.000+0000	1.15634838253
2018-02-05T01:53:00.000+0000	1.40658996253
2018-02-05T01:54:00.000+0000	4.10370819609
2018-02-05T01:55:00.000+0000	3.74425899616
2018-02-05T01:56:00.000+0000	5.94217586065
2018-02-05T01:57:00.000+0000	7.32769238978
2018-02-05T01:58:00.000+0000	2.41131519831
2018-02-05T01:59:00.000+0000	1.08799298103
2018-02-05T02:00:00.000+0000	11.6046219884
2018-02-05T02:01:00.000+0000	6.16642993551
2018-02-05T02:02:00.000+0000	17.1234688351
2018-02-05T02:03:00.000+0000	4.45019477561
2018-02-05T02:04:00.000+0000	1.60386507792
2018-02-05T02:05:00.000+0000	3.96109347722
2018-02-05T02:06:00.000+0000	1.32795101971
2018-02-05T02:07:00.000+0000	5.53987653846
2018-02-05T02:08:00.000+0000	9.66582349689
2018-02-05T02:09:00.000+0000	6.04061942289
2018-02-05T02:10:00.000+0000	5.6612201585
2018-02-05T02:11:00.000+0000	9.36315346423
2018-02-05T02:12:00.000+0000	8.77775610001
2018-02-05T02:13:00.000+0000	3.40556295593
2018-02-05T02:14:00.000+0000	1.26963537963
2018-02-05T02:15:00.000+0000	0.966778895891
2018-02-05T02:16:00.000+0000	2.69801155031
2018-02-05T02:17:00.000+0000	3.07124018575
2018-02-05T02:18:00.000+0000	6.3827398413
2018-02-05T02:19:00.000+0000	1.46187196267
2018-02-05T02:20:00.000+0000	4.5391593917
2018-02-05T02:21:00.000+0000	0.0
2018-02-05T02:22:00.000+0000	3.62098018414
2018-02-05T02:23:00.000+0000	0.203629352085
2018-02-05T02:24:00.000+0000	0.823442148185
2018-02-05T02:25:00.000+0000	1.80534662728
2018-02-05T02:26:00.000+0000	1.33452390717
2018-02-05T02:27:00.000+0000	8.46064956485
2018-02-05T02:28:00.000+0000	9.25618933969
2018-02-05T02:29:00.000+0000	3.98822881606
2018-02-05T02:30:00.000+0000	2.6736754627
2018-02-05T02:31:00.000+0000	0.829303421077
2018-02-05T02:32:00.000+0000	3.97088008322
2018-02-05T02:33:00.000+0000	0.0
2018-02-05T02:34:00.000+0000	1.69200764108
2018-02-05T02:35:00.000+0000	14.7522214596
2018-02-05T02:36:00.000+0000	3.75588132214
2018-02-05T02:37:00.000+0000	10.1070901084
2018-02-05T02:38:00.000+0000	3.22476031901
2018-02-05T02:39:00.000+0000	5.87827262634
2018-02-05T02:40:00.000+0000	1.28761541323
2018-02-05T02:41:00.000+0000	11.4517639497
2018-02-05T02:42:00.000+0000	0.931481706932
2018-02-05T02:43:00.000+0000	0.842183600828
2018-02-05T02:44:00.000+0000	1.38779307775
2018-02-05T02:45:00.000+0000	5.03724056552
2018-02-05T02:46:00.000+0000	0.911252875918
2018-02-05T02:47:00.000+0000	6.89242950037
2018-02-05T02:48:00.000+0000	1.88352629059
2018-02-05T02:49:00.000+0000	2.80215512041
2018-02-05T02:50:00.000+0000	3.08972678504
2018-02-05T02:51:00.000+0000	8.8252456012
2018-02-05T02:52:00.000+0000	5.9497847171
2018-02-05T02:53:00.000+0000	0.0
2018-02-05T02:54:00.000+0000	8.69949197945
2018-02-05T02:55:00.000+0000	6.69530539563
2018-02-05T02:56:00.000+0000	3.94399904601
2018-02-05T02:57:00.000+0000	1.72966973926
2018-02-05T02:58:00.000+0000	0.0
2018-02-05T02:59:00.000+0000	0.0
2018-02-05T03:00:00.000+0000	19.9751167284
2018-02-05T03:01:00.000+0000	2.34980467173
2018-02-05T03:02:00.000+0000	9.86280631008
2018-02-05T03:03:00.000+0000	4.22275788322
2018-02-05T03:04:00.000+0000	0.0
2018-02-05T03:05:00.000+0000	7.63404696236
2018-02-05T03:06:00.000+0000	0.0
2018-02-05T03:07:00.000+0000	14.7894158378
2018-02-05T03:08:00.000+0000	0.0
2018-02-05T03:09:00.000+0000	14.2218417944
2018-02-05T03:10:00.000+0000	2.42065441713
2018-02-05T03:11:00.000+0000	7.74179985581
2018-02-05T03:12:00.000+0000	1.66603882993
2018-02-05T03:13:00.000+0000	24.0864885453
2018-02-05T03:14:00.000+0000	3.01614566766
2018-02-05T03:15:00.000+0000	7.10134194776
2018-02-05T03:16:00.000+0000	1.22603123322
2018-02-05T03:17:00.000+0000	9.95560986951
2018-02-05T03:18:00.000+0000	0.368595461083
2018-02-05T03:19:00.000+0000	8.27894876243
2018-02-05T03:20:00.000+0000	5.55846520694
2018-02-05T03:21:00.000+0000	11.248039813
2018-02-05T03:22:00.000+0000	3.39514044709
2018-02-05T03:23:00.000+0000	16.567529553
2018-02-05T03:24:00.000+0000	4.68626147153
2018-02-05T03:25:00.000+0000	11.3681914384
2018-02-05T03:26:00.000+0000	15.4917176681
2018-02-05T03:27:00.000+0000	0.576314420728
2018-02-05T03:28:00.000+0000	0.0
2018-02-05T03:29:00.000+0000	1.41489350786
2018-02-05T03:30:00.000+0000	20.8387646607
2018-02-05T03:31:00.000+0000	2.58733646818
2018-02-05T03:32:00.000+0000	19.9381941928
2018-02-05T03:33:00.000+0000	15.7689581099
2018-02-05T03:34:00.000+0000	14.4005298597
2018-02-05T03:35:00.000+0000	6.82628362566
2018-02-05T03:36:00.000+0000	1.45902756787
2018-02-05T03:37:00.000+0000	0.0
2018-02-05T03:38:00.000+0000	11.4940998461
2018-02-05T03:39:00.000+0000	25.9323926782
2018-02-05T03:40:00.000+0000	10.686743849
2018-02-05T03:41:00.000+0000	0.157711739256
2018-02-05T03:42:00.000+0000	1.39063189086
2018-02-05T03:43:00.000+0000	17.8453970552
2018-02-05T03:44:00.000+0000	1.92715327464
2018-02-05T03:45:00.000+0000	21.5172066868
2018-02-05T03:46:00.000+0000	9.94310332691
2018-02-05T03:47:00.000+0000	5.53196481313
2018-02-05T03:48:00.000+0000	6.7717252638
2018-02-05T03:49:00.000+0000	4.61323712371
2018-02-05T03:50:00.000+0000	2.74513883696
2018-02-05T03:51:00.000+0000	13.1289499143
2018-02-05T03:52:00.000+0000	0.0
2018-02-05T03:53:00.000+0000	14.5274697001
2018-02-05T03:54:00.000+0000	20.157180383
2018-02-05T03:55:00.000+0000	11.7691427523
2018-02-05T03:56:00.000+0000	0.698309093999
2018-02-05T03:57:00.000+0000	4.05180967194
2018-02-05T03:58:00.000+0000	6.7844779751
2018-02-05T03:59:00.000+0000	11.1448356971
2018-02-05T04:00:00.000+0000	5.07957423667
2018-02-05T04:01:00.000+0000	0.0
2018-02-05T04:02:00.000+0000	5.21699122126
2018-02-05T04:03:00.000+0000	25.627325056
2018-02-05T04:04:00.000+0000	0.2922910341
2018-02-05T04:05:00.000+0000	8.95060283075
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2018-02-05T04:08:00.000+0000	15.072583236
2018-02-05T04:09:00.000+0000	8.98548541508
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2018-02-05T04:16:00.000+0000	0.0
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2018-02-05T04:19:00.000+0000	28.8613620206
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2018-02-05T04:23:00.000+0000	13.00364256
2018-02-05T04:24:00.000+0000	1.3031924321
2018-02-05T04:25:00.000+0000	8.37131644374
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2018-02-05T04:28:00.000+0000	0.0
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2018-02-05T04:30:00.000+0000	0.0
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2018-02-05T04:38:00.000+0000	1.7379999094
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2018-02-05T04:50:00.000+0000	0.0
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2018-02-05T04:52:00.000+0000	3.9785934971
2018-02-05T04:53:00.000+0000	2.30867524282
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2018-02-05T04:55:00.000+0000	7.1824821338
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2018-02-05T04:59:00.000+0000	19.2239865741
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2018-02-05T05:20:00.000+0000	0.0
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2018-02-05T05:22:00.000+0000	4.23788632826
2018-02-05T05:23:00.000+0000	0.0
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2018-02-05T05:26:00.000+0000	5.15749906278
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2018-02-05T05:55:00.000+0000	0.0
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2018-02-05T05:57:00.000+0000	9.18367334309
2018-02-05T05:58:00.000+0000	19.335256339
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2018-02-05T06:30:00.000+0000	31.2797549922
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2018-02-05T06:38:00.000+0000	33.7838451133
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2018-02-05T06:44:00.000+0000	24.0989816315
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2018-02-05T06:46:00.000+0000	46.8787531093
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2018-02-05T06:50:00.000+0000	22.4301808546
2018-02-05T06:51:00.000+0000	0.0
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2018-02-05T06:54:00.000+0000	7.22004665387
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2018-02-05T06:56:00.000+0000	9.14973940406
2018-02-05T06:57:00.000+0000	20.2632836988
2018-02-05T06:58:00.000+0000	15.5613289462
2018-02-05T06:59:00.000+0000	22.0441386689
2018-02-05T07:00:00.000+0000	11.6862898865
2018-02-05T07:01:00.000+0000	4.77803127064
2018-02-05T07:02:00.000+0000	60.4358512017
2018-02-05T07:03:00.000+0000	1.1925135381
2018-02-05T07:04:00.000+0000	13.9835374688
2018-02-05T07:05:00.000+0000	0.782333453108
2018-02-05T07:06:00.000+0000	19.5060488407
2018-02-05T07:07:00.000+0000	28.8683333207
2018-02-05T07:08:00.000+0000	28.2310031009
2018-02-05T07:09:00.000+0000	21.2173718624
2018-02-05T07:10:00.000+0000	1.74048523909
2018-02-05T07:11:00.000+0000	16.8098381729
2018-02-05T07:12:00.000+0000	1.49712505431
2018-02-05T07:13:00.000+0000	29.5922734304
2018-02-05T07:14:00.000+0000	0.173293395802
2018-02-05T07:15:00.000+0000	1.97161288757
2018-02-05T07:16:00.000+0000	7.67195798005
2018-02-05T07:17:00.000+0000	0.0
2018-02-05T07:18:00.000+0000	5.19590632782
2018-02-05T07:19:00.000+0000	0.0
2018-02-05T07:20:00.000+0000	31.9092052302
2018-02-05T07:21:00.000+0000	2.99351802563
2018-02-05T07:22:00.000+0000	5.88274537855
2018-02-05T07:23:00.000+0000	17.4736497678
2018-02-05T07:24:00.000+0000	2.49548686871
2018-02-05T07:25:00.000+0000	4.89292875958
2018-02-05T07:26:00.000+0000	5.71369695075
2018-02-05T07:27:00.000+0000	1.9332968929
2018-02-05T07:28:00.000+0000	27.4592116303
2018-02-05T07:29:00.000+0000	44.4416807522
2018-02-05T07:30:00.000+0000	46.2946480874
2018-02-05T07:31:00.000+0000	0.0
2018-02-05T07:32:00.000+0000	51.7870578297
2018-02-05T07:33:00.000+0000	3.77393244587
2018-02-05T07:34:00.000+0000	26.0198902811
2018-02-05T07:35:00.000+0000	15.3766586161
2018-02-05T07:36:00.000+0000	9.57304422021
2018-02-05T07:37:00.000+0000	23.6343755451
2018-02-05T07:38:00.000+0000	10.418096306
2018-02-05T07:39:00.000+0000	15.8123528941
2018-02-05T07:40:00.000+0000	9.78248548302
2018-02-05T07:41:00.000+0000	9.80147836764
2018-02-05T07:42:00.000+0000	15.0921692296
2018-02-05T07:43:00.000+0000	1.02807754809
2018-02-05T07:44:00.000+0000	50.7314228083
2018-02-05T07:45:00.000+0000	14.9300812317
2018-02-05T07:46:00.000+0000	0.0
2018-02-05T07:47:00.000+0000	13.2136944465
2018-02-05T07:48:00.000+0000	26.0465709596
2018-02-05T07:49:00.000+0000	32.967032848
2018-02-05T07:50:00.000+0000	29.5357849099
2018-02-05T07:51:00.000+0000	34.525784368
2018-02-05T07:52:00.000+0000	5.1429825123
2018-02-05T07:53:00.000+0000	1.13068350555
2018-02-05T07:54:00.000+0000	15.6855547606
2018-02-05T07:55:00.000+0000	6.51263530661
2018-02-05T07:56:00.000+0000	12.5009299155
2018-02-05T07:57:00.000+0000	28.1995505443
2018-02-05T07:58:00.000+0000	5.20899066289
2018-02-05T07:59:00.000+0000	9.67349337504
2018-02-05T08:00:00.000+0000	29.9202146665
2018-02-05T08:01:00.000+0000	11.6811635532
2018-02-05T08:02:00.000+0000	43.6514792802
2018-02-05T08:03:00.000+0000	22.5074657454
2018-02-05T08:04:00.000+0000	0.0
2018-02-05T08:05:00.000+0000	29.6813578929
2018-02-05T08:06:00.000+0000	27.0749502485
2018-02-05T08:07:00.000+0000	4.56703307385
2018-02-05T08:08:00.000+0000	14.9630409033
2018-02-05T08:09:00.000+0000	21.4126630107
2018-02-05T08:10:00.000+0000	6.97182158099
2018-02-05T08:11:00.000+0000	15.0642871906
2018-02-05T08:12:00.000+0000	0.0
2018-02-05T08:13:00.000+0000	11.8768591587
2018-02-05T08:14:00.000+0000	30.9780626107
2018-02-05T08:15:00.000+0000	5.91362282019
2018-02-05T08:16:00.000+0000	32.835004382
2018-02-05T08:17:00.000+0000	32.0452156336
2018-02-05T08:18:00.000+0000	7.99757317992
2018-02-05T08:19:00.000+0000	1.42838739433
2018-02-05T08:20:00.000+0000	13.6771648344
2018-02-05T08:21:00.000+0000	15.7891288462
2018-02-05T08:22:00.000+0000	8.25648076601
2018-02-05T08:23:00.000+0000	0.0
2018-02-05T08:24:00.000+0000	48.616349286
2018-02-05T08:25:00.000+0000	6.89041837472
2018-02-05T08:26:00.000+0000	4.73744767278
2018-02-05T08:27:00.000+0000	30.9460407473
2018-02-05T08:28:00.000+0000	65.9312442908
2018-02-05T08:29:00.000+0000	0.272731555278
2018-02-05T08:30:00.000+0000	3.82327648146
2018-02-05T08:31:00.000+0000	10.198066806
2018-02-05T08:32:00.000+0000	8.42175736096
2018-02-05T08:33:00.000+0000	9.84590487659
2018-02-05T08:34:00.000+0000	0.0
2018-02-05T08:35:00.000+0000	3.84178751544
2018-02-05T08:36:00.000+0000	21.9656419013
2018-02-05T08:37:00.000+0000	22.9043015555
2018-02-05T08:38:00.000+0000	43.9551263143
2018-02-05T08:39:00.000+0000	0.0
2018-02-05T08:40:00.000+0000	0.0
2018-02-05T08:41:00.000+0000	0.0
2018-02-05T08:42:00.000+0000	20.3822830542
2018-02-05T08:43:00.000+0000	23.1928354444
2018-02-05T08:44:00.000+0000	0.0
2018-02-05T08:45:00.000+0000	15.969099109
2018-02-05T08:46:00.000+0000	32.9561639941
2018-02-05T08:47:00.000+0000	0.775975107635
2018-02-05T08:48:00.000+0000	14.8100747259
2018-02-05T08:49:00.000+0000	11.4424043462
2018-02-05T08:50:00.000+0000	36.579027803
2018-02-05T08:51:00.000+0000	12.0718302525
2018-02-05T08:52:00.000+0000	29.5038546705
2018-02-05T08:53:00.000+0000	18.2638111505
2018-02-05T08:54:00.000+0000	0.0
2018-02-05T08:55:00.000+0000	0.0
2018-02-05T08:56:00.000+0000	3.24775882245
2018-02-05T08:57:00.000+0000	8.57839283676
2018-02-05T08:58:00.000+0000	28.7760628437
2018-02-05T08:59:00.000+0000	7.45476300247
2018-02-05T09:00:00.000+0000	59.7789324637
2018-02-05T09:01:00.000+0000	50.669911186
2018-02-05T09:02:00.000+0000	7.19058422076
2018-02-05T09:03:00.000+0000	39.9754526797
2018-02-05T09:04:00.000+0000	0.713844128852
2018-02-05T09:05:00.000+0000	23.3354538279
2018-02-05T09:06:00.000+0000	42.0182032357
2018-02-05T09:07:00.000+0000	62.0100203003
2018-02-05T09:08:00.000+0000	30.4991030578
2018-02-05T09:09:00.000+0000	55.8101977086
2018-02-05T09:10:00.000+0000	0.0
2018-02-05T09:11:00.000+0000	3.36912434779
2018-02-05T09:12:00.000+0000	31.5068931409
2018-02-05T09:13:00.000+0000	1.68040826823
2018-02-05T09:14:00.000+0000	26.9230832128
2018-02-05T09:15:00.000+0000	0.0
2018-02-05T09:16:00.000+0000	8.28743835127
2018-02-05T09:17:00.000+0000	0.0
2018-02-05T09:18:00.000+0000	8.23239610482
2018-02-05T09:19:00.000+0000	12.134181839
2018-02-05T09:20:00.000+0000	42.1976204914
2018-02-05T09:21:00.000+0000	48.3424816923
2018-02-05T09:22:00.000+0000	4.54641325949
2018-02-05T09:23:00.000+0000	14.5627083669
2018-02-05T09:24:00.000+0000	48.0571750003
2018-02-05T09:25:00.000+0000	48.1768583887
2018-02-05T09:26:00.000+0000	10.9722366613
2018-02-05T09:27:00.000+0000	5.7680216965
2018-02-05T09:28:00.000+0000	17.8179641663
2018-02-05T09:29:00.000+0000	27.2969659642
2018-02-05T09:30:00.000+0000	0.0
2018-02-05T09:31:00.000+0000	9.46743960718
2018-02-05T09:32:00.000+0000	16.4273424762
2018-02-05T09:33:00.000+0000	5.61420721879
2018-02-05T09:34:00.000+0000	0.0
2018-02-05T09:35:00.000+0000	43.6574750504
2018-02-05T09:36:00.000+0000	22.5738290157
2018-02-05T09:37:00.000+0000	65.8948486528
2018-02-05T09:38:00.000+0000	2.32840286899
2018-02-05T09:39:00.000+0000	22.4166297326
2018-02-05T09:40:00.000+0000	12.2452142135
2018-02-05T09:41:00.000+0000	2.33600078756
2018-02-05T09:42:00.000+0000	3.90981538456
2018-02-05T09:43:00.000+0000	46.4154878759
2018-02-05T09:44:00.000+0000	14.2962347171
2018-02-05T09:45:00.000+0000	13.1135948352
2018-02-05T09:46:00.000+0000	75.5224907773
2018-02-05T09:47:00.000+0000	0.0
2018-02-05T09:48:00.000+0000	7.26781618693
2018-02-05T09:49:00.000+0000	19.1093297646
2018-02-05T09:50:00.000+0000	14.3001118285
2018-02-05T09:51:00.000+0000	0.0
2018-02-05T09:52:00.000+0000	45.2119820932
2018-02-05T09:53:00.000+0000	28.8696842198
2018-02-05T09:54:00.000+0000	13.8634250193
2018-02-05T09:55:00.000+0000	1.86214310148
2018-02-05T09:56:00.000+0000	37.9749068083
2018-02-05T09:57:00.000+0000	7.41723896214
2018-02-05T09:58:00.000+0000	52.7019495636
2018-02-05T09:59:00.000+0000	12.9996210029
2018-02-05T10:00:00.000+0000	17.4802897789
2018-02-05T10:01:00.000+0000	2.02491035053
2018-02-05T10:02:00.000+0000	1.05105301574
2018-02-05T10:03:00.000+0000	4.04712714411
2018-02-05T10:04:00.000+0000	21.5765908916
2018-02-05T10:05:00.000+0000	18.4273184306
2018-02-05T10:06:00.000+0000	46.6640730486
2018-02-05T10:07:00.000+0000	0.748848397785
2018-02-05T10:08:00.000+0000	29.0688579076
2018-02-05T10:09:00.000+0000	18.8296578669
2018-02-05T10:10:00.000+0000	12.207956743
2018-02-05T10:11:00.000+0000	0.0
2018-02-05T10:12:00.000+0000	53.3320380448
2018-02-05T10:13:00.000+0000	10.8270263503
2018-02-05T10:14:00.000+0000	0.579341682726
2018-02-05T10:15:00.000+0000	2.66845950025
2018-02-05T10:16:00.000+0000	0.251702718352
2018-02-05T10:17:00.000+0000	0.0
2018-02-05T10:18:00.000+0000	1.48538378593
2018-02-05T10:19:00.000+0000	6.47920190301
2018-02-05T10:20:00.000+0000	2.79664471364
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2018-02-05T10:22:00.000+0000	20.8396303538
2018-02-05T10:23:00.000+0000	0.0
2018-02-05T10:24:00.000+0000	1.58120015368
2018-02-05T10:25:00.000+0000	38.370399056
2018-02-05T10:26:00.000+0000	6.27561139048
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2018-02-05T10:28:00.000+0000	10.4144192137
2018-02-05T10:29:00.000+0000	41.3866580559
2018-02-05T10:30:00.000+0000	80.1375761914
2018-02-05T10:31:00.000+0000	37.8546791684
2018-02-05T10:32:00.000+0000	17.3232045599
2018-02-05T10:33:00.000+0000	29.8667110319
2018-02-05T10:34:00.000+0000	6.41773763094
2018-02-05T10:35:00.000+0000	14.021037017
2018-02-05T10:36:00.000+0000	19.0165511459
2018-02-05T10:37:00.000+0000	3.37999348227
2018-02-05T10:38:00.000+0000	79.1390982596
2018-02-05T10:39:00.000+0000	2.68401980446
2018-02-05T10:40:00.000+0000	9.90047577136
2018-02-05T10:41:00.000+0000	4.66915840696
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2018-02-05T10:44:00.000+0000	47.9508709261
2018-02-05T10:45:00.000+0000	36.662316506
2018-02-05T10:46:00.000+0000	4.20716722749
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2018-02-05T10:48:00.000+0000	14.6575854096
2018-02-05T10:49:00.000+0000	21.5568728753
2018-02-05T10:50:00.000+0000	52.9934615675
2018-02-05T10:51:00.000+0000	35.8905159785
2018-02-05T10:52:00.000+0000	26.4750125838
2018-02-05T10:53:00.000+0000	0.0
2018-02-05T10:54:00.000+0000	0.0
2018-02-05T10:55:00.000+0000	0.0
2018-02-05T10:56:00.000+0000	29.8024641869
2018-02-05T10:57:00.000+0000	56.4726614733
2018-02-05T10:58:00.000+0000	8.2819766645
2018-02-05T10:59:00.000+0000	0.0
2018-02-05T11:00:00.000+0000	21.8378018567
2018-02-05T11:01:00.000+0000	0.127205480094
2018-02-05T11:02:00.000+0000	20.3236092619
2018-02-05T11:03:00.000+0000	26.6035430803
2018-02-05T11:04:00.000+0000	27.0585121603
2018-02-05T11:05:00.000+0000	0.0
2018-02-05T11:06:00.000+0000	95.7719604629
2018-02-05T11:07:00.000+0000	20.5608891692
2018-02-05T11:08:00.000+0000	46.0477612148
2018-02-05T11:09:00.000+0000	36.9848997645
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2018-02-05T11:20:00.000+0000	0.0
2018-02-05T11:21:00.000+0000	18.20135754
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2018-02-05T11:23:00.000+0000	34.5225628409
2018-02-05T11:24:00.000+0000	56.0971793756
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2018-02-05T11:37:00.000+0000	0.0
2018-02-05T11:38:00.000+0000	37.0843989402
2018-02-05T11:39:00.000+0000	9.12044138317
2018-02-05T11:40:00.000+0000	43.3462158692
2018-02-05T11:41:00.000+0000	0.0
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2018-02-05T11:46:00.000+0000	17.0253071205
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2018-02-05T11:56:00.000+0000	7.16772630673
2018-02-05T11:57:00.000+0000	20.0153891692
2018-02-05T11:58:00.000+0000	74.7837979851
2018-02-05T11:59:00.000+0000	45.2390487037
2018-02-05T12:00:00.000+0000	32.7877084498
2018-02-05T12:01:00.000+0000	74.7048561177
2018-02-05T12:02:00.000+0000	30.1885613258
2018-02-05T12:03:00.000+0000	34.0058068565
2018-02-05T12:04:00.000+0000	11.3918299806
2018-02-05T12:05:00.000+0000	0.0
2018-02-05T12:06:00.000+0000	5.48407462716
2018-02-05T12:07:00.000+0000	9.82836476963
2018-02-05T12:08:00.000+0000	29.885970944
2018-02-05T12:09:00.000+0000	3.10925376426
2018-02-05T12:10:00.000+0000	67.5087410006
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2018-02-05T12:14:00.000+0000	76.1318045403
2018-02-05T12:15:00.000+0000	14.8505628334
2018-02-05T12:16:00.000+0000	48.4287548291
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2018-02-05T12:20:00.000+0000	65.657903916
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2018-02-05T12:22:00.000+0000	5.97241241958
2018-02-05T12:23:00.000+0000	8.81752809257
2018-02-05T12:24:00.000+0000	62.2998796977
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2018-02-05T12:26:00.000+0000	9.69775903674
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2018-02-05T12:28:00.000+0000	6.45828038273
2018-02-05T12:29:00.000+0000	0.0
2018-02-05T12:30:00.000+0000	56.0082843547
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2018-02-05T12:32:00.000+0000	30.1823352067
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2018-02-05T12:34:00.000+0000	11.9893814591
2018-02-05T12:35:00.000+0000	96.7250870748
2018-02-05T12:36:00.000+0000	1.90323249738
2018-02-05T12:37:00.000+0000	23.0846696017
2018-02-05T12:38:00.000+0000	0.0
2018-02-05T12:39:00.000+0000	35.4193481878
2018-02-05T12:40:00.000+0000	61.5961211828
2018-02-05T12:41:00.000+0000	16.9848865684
2018-02-05T12:42:00.000+0000	19.742946161
2018-02-05T12:43:00.000+0000	45.3612330857
2018-02-05T12:44:00.000+0000	3.00150343278
2018-02-05T12:45:00.000+0000	64.2961328464
2018-02-05T12:46:00.000+0000	40.5566232632
2018-02-05T12:47:00.000+0000	31.6838542571
2018-02-05T12:48:00.000+0000	17.2324279283
2018-02-05T12:49:00.000+0000	38.1353304731
2018-02-05T12:50:00.000+0000	17.1464857373
2018-02-05T12:51:00.000+0000	23.913033855
2018-02-05T12:52:00.000+0000	91.0776645595
2018-02-05T12:53:00.000+0000	13.7567058776
2018-02-05T12:54:00.000+0000	43.0539359989
2018-02-05T12:55:00.000+0000	57.7698702537
2018-02-05T12:56:00.000+0000	16.8697708905
2018-02-05T12:57:00.000+0000	61.9409214865
2018-02-05T12:58:00.000+0000	18.51148349
2018-02-05T12:59:00.000+0000	11.5347253837
2018-02-05T13:00:00.000+0000	5.11361087575
2018-02-05T13:01:00.000+0000	18.0454886736
2018-02-05T13:02:00.000+0000	31.2563651897
2018-02-05T13:03:00.000+0000	3.32827238493
2018-02-05T13:04:00.000+0000	72.8239779831
2018-02-05T13:05:00.000+0000	10.6757294653
2018-02-05T13:06:00.000+0000	36.8251482189
2018-02-05T13:07:00.000+0000	11.4927578092
2018-02-05T13:08:00.000+0000	0.0
2018-02-05T13:09:00.000+0000	11.0463783888
2018-02-05T13:10:00.000+0000	49.1653899363
2018-02-05T13:11:00.000+0000	0.0
2018-02-05T13:12:00.000+0000	59.5800400881
2018-02-05T13:13:00.000+0000	16.5404322021
2018-02-05T13:14:00.000+0000	39.4428154939
2018-02-05T13:15:00.000+0000	36.2548493299
2018-02-05T13:16:00.000+0000	32.8325531415
2018-02-05T13:17:00.000+0000	6.85185304659
2018-02-05T13:18:00.000+0000	1.40964977209
2018-02-05T13:19:00.000+0000	1.38473543969
2018-02-05T13:20:00.000+0000	4.33314447092
2018-02-05T13:21:00.000+0000	73.524598424
2018-02-05T13:22:00.000+0000	64.2500752786
2018-02-05T13:23:00.000+0000	32.1638754333
2018-02-05T13:24:00.000+0000	12.5777340624
2018-02-05T13:25:00.000+0000	28.4911475914
2018-02-05T13:26:00.000+0000	0.0
2018-02-05T13:27:00.000+0000	0.0
2018-02-05T13:28:00.000+0000	15.56439967
2018-02-05T13:29:00.000+0000	32.9864318904
2018-02-05T13:30:00.000+0000	0.183988143606
2018-02-05T13:31:00.000+0000	34.0276045861
2018-02-05T13:32:00.000+0000	10.5438428459
2018-02-05T13:33:00.000+0000	35.0651675841
2018-02-05T13:34:00.000+0000	4.4263219314
2018-02-05T13:35:00.000+0000	21.5009902102
2018-02-05T13:36:00.000+0000	0.0
2018-02-05T13:37:00.000+0000	44.3711778331
2018-02-05T13:38:00.000+0000	8.61899575133
2018-02-05T13:39:00.000+0000	50.8022928058
2018-02-05T13:40:00.000+0000	48.9543959592
2018-02-05T13:41:00.000+0000	64.1212861085
2018-02-05T13:42:00.000+0000	18.1486438951
2018-02-05T13:43:00.000+0000	6.36474019035
2018-02-05T13:44:00.000+0000	0.0
2018-02-05T13:45:00.000+0000	5.84871296237
2018-02-05T13:46:00.000+0000	11.6943260365
2018-02-05T13:47:00.000+0000	0.569097434029
2018-02-05T13:48:00.000+0000	5.29880277652
2018-02-05T13:49:00.000+0000	45.215164844
2018-02-05T13:50:00.000+0000	0.285687993391
2018-02-05T13:51:00.000+0000	5.10549195034
2018-02-05T13:52:00.000+0000	27.3423374061
2018-02-05T13:53:00.000+0000	0.762670327023
2018-02-05T13:54:00.000+0000	19.1216454383
2018-02-05T13:55:00.000+0000	64.61100152
2018-02-05T13:56:00.000+0000	5.8584940391
2018-02-05T13:57:00.000+0000	22.0659481351
2018-02-05T13:58:00.000+0000	15.6781480212
2018-02-05T13:59:00.000+0000	0.0
2018-02-05T14:00:00.000+0000	76.5119478535
2018-02-05T14:01:00.000+0000	0.0
2018-02-05T14:02:00.000+0000	49.6244673391
2018-02-05T14:03:00.000+0000	45.4563208943
2018-02-05T14:04:00.000+0000	28.1736861736
2018-02-05T14:05:00.000+0000	17.8764833394
2018-02-05T14:06:00.000+0000	12.0111615387
2018-02-05T14:07:00.000+0000	31.6994224042
2018-02-05T14:08:00.000+0000	1.43652406327
2018-02-05T14:09:00.000+0000	16.0658812557
2018-02-05T14:10:00.000+0000	58.0724720278
2018-02-05T14:11:00.000+0000	0.681292006704
2018-02-05T14:12:00.000+0000	13.401084312
2018-02-05T14:13:00.000+0000	20.7629230936
2018-02-05T14:14:00.000+0000	31.9210588477
2018-02-05T14:15:00.000+0000	25.7986977595
2018-02-05T14:16:00.000+0000	4.96096839438
2018-02-05T14:17:00.000+0000	6.76829953934
2018-02-05T14:18:00.000+0000	13.9764969839
2018-02-05T14:19:00.000+0000	13.1138280172
2018-02-05T14:20:00.000+0000	16.1356642331
2018-02-05T14:21:00.000+0000	2.12681353919
2018-02-05T14:22:00.000+0000	39.633631504
2018-02-05T14:23:00.000+0000	35.7547936332
2018-02-05T14:24:00.000+0000	32.0014692221
2018-02-05T14:25:00.000+0000	6.03096880615
2018-02-05T14:26:00.000+0000	16.6321270066
2018-02-05T14:27:00.000+0000	6.29758048287
2018-02-05T14:28:00.000+0000	70.8782097164
2018-02-05T14:29:00.000+0000	3.13297493269
2018-02-05T14:30:00.000+0000	26.3027057137
2018-02-05T14:31:00.000+0000	27.0198795237
2018-02-05T14:32:00.000+0000	55.9408634744
2018-02-05T14:33:00.000+0000	23.6591502665
2018-02-05T14:34:00.000+0000	0.0
2018-02-05T14:35:00.000+0000	25.1170336142
2018-02-05T14:36:00.000+0000	39.7103814722
2018-02-05T14:37:00.000+0000	3.1397762018
2018-02-05T14:38:00.000+0000	6.46943933053
2018-02-05T14:39:00.000+0000	72.2383328792
2018-02-05T14:40:00.000+0000	8.96576212793
2018-02-05T14:41:00.000+0000	55.585130539
2018-02-05T14:42:00.000+0000	47.2601128131
2018-02-05T14:43:00.000+0000	3.48791716847
2018-02-05T14:44:00.000+0000	5.0789400063
2018-02-05T14:45:00.000+0000	0.0
2018-02-05T14:46:00.000+0000	35.8613986122
2018-02-05T14:47:00.000+0000	20.2596506386
2018-02-05T14:48:00.000+0000	0.0
2018-02-05T14:49:00.000+0000	47.7654244771
2018-02-05T14:50:00.000+0000	89.6898735124
2018-02-05T14:51:00.000+0000	0.0
2018-02-05T14:52:00.000+0000	79.2377643009
2018-02-05T14:53:00.000+0000	0.0
2018-02-05T14:54:00.000+0000	68.0107637728
2018-02-05T14:55:00.000+0000	0.0
2018-02-05T14:56:00.000+0000	27.0407882572
2018-02-05T14:57:00.000+0000	76.2549010185
2018-02-05T14:58:00.000+0000	0.0
2018-02-05T14:59:00.000+0000	0.351249450561
2018-02-05T15:00:00.000+0000	3.56512519112
2018-02-05T15:01:00.000+0000	67.7749517747
2018-02-05T15:02:00.000+0000	1.11789710116
2018-02-05T15:03:00.000+0000	14.4843786092
2018-02-05T15:04:00.000+0000	1.39275990679
2018-02-05T15:05:00.000+0000	0.0
2018-02-05T15:06:00.000+0000	47.9540257017
2018-02-05T15:07:00.000+0000	1.74791735562
2018-02-05T15:08:00.000+0000	4.59475515939
2018-02-05T15:09:00.000+0000	33.8073007479
2018-02-05T15:10:00.000+0000	42.984094315
2018-02-05T15:11:00.000+0000	21.6718660307
2018-02-05T15:12:00.000+0000	54.8115945149
2018-02-05T15:13:00.000+0000	5.89795392669
2018-02-05T15:14:00.000+0000	25.7502139373
2018-02-05T15:15:00.000+0000	11.8863891507
2018-02-05T15:16:00.000+0000	17.1117707066
2018-02-05T15:17:00.000+0000	0.0
2018-02-05T15:18:00.000+0000	8.53389090285
2018-02-05T15:19:00.000+0000	23.5555152022
2018-02-05T15:20:00.000+0000	18.7007010288
2018-02-05T15:21:00.000+0000	52.5971553953
2018-02-05T15:22:00.000+0000	0.0
2018-02-05T15:23:00.000+0000	27.8368858457
2018-02-05T15:24:00.000+0000	18.779236758
2018-02-05T15:25:00.000+0000	47.2938943212
2018-02-05T15:26:00.000+0000	42.629227294
2018-02-05T15:27:00.000+0000	13.3840404958
2018-02-05T15:28:00.000+0000	23.2916177329
2018-02-05T15:29:00.000+0000	18.185738669
2018-02-05T15:30:00.000+0000	21.4563463845
2018-02-05T15:31:00.000+0000	0.364980862763
2018-02-05T15:32:00.000+0000	28.5476002415
2018-02-05T15:33:00.000+0000	18.2296047091
2018-02-05T15:34:00.000+0000	8.71344646628
2018-02-05T15:35:00.000+0000	5.16217042993
2018-02-05T15:36:00.000+0000	27.8052715812
2018-02-05T15:37:00.000+0000	17.5763937797
2018-02-05T15:38:00.000+0000	32.9554214654
2018-02-05T15:39:00.000+0000	6.89656995557
2018-02-05T15:40:00.000+0000	69.4536431117
2018-02-05T15:41:00.000+0000	6.96490721168
2018-02-05T15:42:00.000+0000	33.7419893257
2018-02-05T15:43:00.000+0000	20.2344378906
2018-02-05T15:44:00.000+0000	14.7726885809
2018-02-05T15:45:00.000+0000	2.14849851888
2018-02-05T15:46:00.000+0000	1.30534763612
2018-02-05T15:47:00.000+0000	12.8474109432
2018-02-05T15:48:00.000+0000	6.37157087839
2018-02-05T15:49:00.000+0000	5.56875624837
2018-02-05T15:50:00.000+0000	17.4643322473
2018-02-05T15:51:00.000+0000	1.11876689836
2018-02-05T15:52:00.000+0000	24.5842211907
2018-02-05T15:53:00.000+0000	19.4585956566
2018-02-05T15:54:00.000+0000	0.0
2018-02-05T15:55:00.000+0000	11.7115901365
2018-02-05T15:56:00.000+0000	30.1361135427
2018-02-05T15:57:00.000+0000	37.0590447064
2018-02-05T15:58:00.000+0000	16.0074048493
2018-02-05T15:59:00.000+0000	1.0118291883
2018-02-05T16:00:00.000+0000	26.9770603724
2018-02-05T16:01:00.000+0000	2.59081026235
2018-02-05T16:02:00.000+0000	6.13931922624
2018-02-05T16:03:00.000+0000	9.64034286129
2018-02-05T16:04:00.000+0000	49.5525341923
2018-02-05T16:05:00.000+0000	0.0
2018-02-05T16:06:00.000+0000	59.7700688295
2018-02-05T16:07:00.000+0000	47.0010853412
2018-02-05T16:08:00.000+0000	25.5644467284
2018-02-05T16:09:00.000+0000	2.64485440352
2018-02-05T16:10:00.000+0000	4.89047331979
2018-02-05T16:11:00.000+0000	22.0591022025
2018-02-05T16:12:00.000+0000	25.2276792048
2018-02-05T16:13:00.000+0000	0.0
2018-02-05T16:14:00.000+0000	50.3180474488
2018-02-05T16:15:00.000+0000	19.1059939949
2018-02-05T16:16:00.000+0000	5.94894967753
2018-02-05T16:17:00.000+0000	8.70729758116
2018-02-05T16:18:00.000+0000	18.80119051
2018-02-05T16:19:00.000+0000	21.8007085079
2018-02-05T16:20:00.000+0000	0.489630805199
2018-02-05T16:21:00.000+0000	7.60845055259
2018-02-05T16:22:00.000+0000	34.2484573244
2018-02-05T16:23:00.000+0000	15.0324306529
2018-02-05T16:24:00.000+0000	0.95130657312
2018-02-05T16:25:00.000+0000	4.05444509523
2018-02-05T16:26:00.000+0000	6.41395310237
2018-02-05T16:27:00.000+0000	7.15421211833
2018-02-05T16:28:00.000+0000	6.09303527577
2018-02-05T16:29:00.000+0000	17.2270142893
2018-02-05T16:30:00.000+0000	10.9361747043
2018-02-05T16:31:00.000+0000	15.3974265348
2018-02-05T16:32:00.000+0000	25.0230004383
2018-02-05T16:33:00.000+0000	31.169709309
2018-02-05T16:34:00.000+0000	28.576150846
2018-02-05T16:35:00.000+0000	0.0
2018-02-05T16:36:00.000+0000	30.6797842414
2018-02-05T16:37:00.000+0000	11.5869438722
2018-02-05T16:38:00.000+0000	47.8933922406
2018-02-05T16:39:00.000+0000	16.504884041

Showing the first 1000 rows.

Now if we want the distance travelled per hour or per date we can do the following:

from pyspark.sql.functions import hour, sum as col_sum, col
from pyspark.sql.types import DateType

distances = (
    distances
    .withColumn('date', col('datetime').cast(DateType()))
    .withColumn('hour', hour('datetime'))
)

display(
    distances.groupby(['date', 'hour']).agg(col_sum('distance').alias('total_distance')).orderBy(['date', 'hour'])
)

date	hour	total_distance
2018-02-05	0	130.32894529304912
2018-02-05	1	127.99687802320962
2018-02-05	2	263.8188222015959
2018-02-05	3	493.861774361686
2018-02-05	4	490.18176988529314
2018-02-05	5	661.9435445081359
2018-02-05	6	893.5355868513974
2018-02-05	7	924.9286856968299
2018-02-05	8	934.6474086739331
2018-02-05	9	1329.6708955260422
2018-02-05	10	1069.0541868528132
2018-02-05	11	1544.5518322815433
2018-02-05	12	1776.5889945003362
2018-02-05	13	1284.5484309891285
2018-02-05	14	1541.3844880914846
2018-02-05	15	1151.0098524128634
2018-02-05	16	1100.981961686864
2018-02-05	17	787.7767822332461
2018-02-05	18	878.530678294297
2018-02-05	19	584.7104455231866
2018-02-05	20	449.53627087229
2018-02-05	21	432.75555251527476
2018-02-05	22	247.599290130101
2018-02-05	23	124.87067443655283

Windowing

Let’s say we wanted the rolling cumulative distance travelled in the last 2 hours for our dataset.

What we can do in this case is window over a given timespan – there are 3600 seconds in an hour and we can window over this timespan by casting our TimeStamp column to a long column.

num_hours = lambda i: i * 3600

n_hours = 2

n_hours_window = Window.orderBy(col('datetime').cast('long')).rangeBetween(-num_hours(2), 0)

distances = distances.withColumn(
    'distance_last_2_hours',
    col_sum('distance').over(n_hours_window)
)

display(distances)

datetime	distance	date	hour	distance_last_2_hours
2018-02-05T00:00:00.000+0000	0.172028599017	2018-02-05	0	0.172028599017
2018-02-05T00:01:00.000+0000	0.379799201046	2018-02-05	0	0.551827800063
2018-02-05T00:02:00.000+0000	0.881766233826	2018-02-05	0	1.4335940338889999
2018-02-05T00:03:00.000+0000	0.0704494525627	2018-02-05	0	1.5040434864516998
2018-02-05T00:04:00.000+0000	0.227322373463	2018-02-05	0	1.7313658599146997
2018-02-05T00:05:00.000+0000	0.872156302583	2018-02-05	0	2.6035221624976996
2018-02-05T00:06:00.000+0000	6.53206426388	2018-02-05	0	9.1355864263777
2018-02-05T00:07:00.000+0000	0.774769592305	2018-02-05	0	9.9103560186827
2018-02-05T00:08:00.000+0000	0.916500566042	2018-02-05	0	10.8268565847247
2018-02-05T00:09:00.000+0000	3.53872719668	2018-02-05	0	14.3655837814047
2018-02-05T00:10:00.000+0000	0.200375644146	2018-02-05	0	14.5659594255507
2018-02-05T00:11:00.000+0000	6.75050784096	2018-02-05	0	21.3164672665107
2018-02-05T00:12:00.000+0000	0.0	2018-02-05	0	21.3164672665107
2018-02-05T00:13:00.000+0000	2.42994761321	2018-02-05	0	23.7464148797207
2018-02-05T00:14:00.000+0000	5.04524365297	2018-02-05	0	28.7916585326907
2018-02-05T00:15:00.000+0000	1.86565908379	2018-02-05	0	30.6573176164807
2018-02-05T00:16:00.000+0000	4.62698754467	2018-02-05	0	35.2843051611507
2018-02-05T00:17:00.000+0000	0.0	2018-02-05	0	35.2843051611507
2018-02-05T00:18:00.000+0000	0.431836598774	2018-02-05	0	35.716141759924696
2018-02-05T00:19:00.000+0000	2.11122924109	2018-02-05	0	37.8273710010147
2018-02-05T00:20:00.000+0000	0.0	2018-02-05	0	37.8273710010147
2018-02-05T00:21:00.000+0000	0.641135676972	2018-02-05	0	38.468506677986696
2018-02-05T00:22:00.000+0000	6.93112810093	2018-02-05	0	45.39963477891669
2018-02-05T00:23:00.000+0000	0.0735692442014	2018-02-05	0	45.47320402311809
2018-02-05T00:24:00.000+0000	3.12415723192	2018-02-05	0	48.597361255038095
2018-02-05T00:25:00.000+0000	0.0	2018-02-05	0	48.597361255038095
2018-02-05T00:26:00.000+0000	1.14632546411	2018-02-05	0	49.743686719148094
2018-02-05T00:27:00.000+0000	3.03385951376	2018-02-05	0	52.777546232908094
2018-02-05T00:28:00.000+0000	2.65450293345	2018-02-05	0	55.43204916635809
2018-02-05T00:29:00.000+0000	3.9344019265	2018-02-05	0	59.36645109285809
2018-02-05T00:30:00.000+0000	0.340439828323	2018-02-05	0	59.70689092118109
2018-02-05T00:31:00.000+0000	1.22508071851	2018-02-05	0	60.93197163969109
2018-02-05T00:32:00.000+0000	0.108473762937	2018-02-05	0	61.040445402628094
2018-02-05T00:33:00.000+0000	2.52555375898	2018-02-05	0	63.5659991616081
2018-02-05T00:34:00.000+0000	2.45170291982	2018-02-05	0	66.0177020814281
2018-02-05T00:35:00.000+0000	4.9406118493	2018-02-05	0	70.9583139307281
2018-02-05T00:36:00.000+0000	0.0	2018-02-05	0	70.9583139307281
2018-02-05T00:37:00.000+0000	3.22587908638	2018-02-05	0	74.1841930171081
2018-02-05T00:38:00.000+0000	0.171737140062	2018-02-05	0	74.3559301571701
2018-02-05T00:39:00.000+0000	0.451339191355	2018-02-05	0	74.80726934852511
2018-02-05T00:40:00.000+0000	1.45844192649	2018-02-05	0	76.26571127501511
2018-02-05T00:41:00.000+0000	5.0612343314	2018-02-05	0	81.32694560641511
2018-02-05T00:42:00.000+0000	1.28854395874	2018-02-05	0	82.61548956515512
2018-02-05T00:43:00.000+0000	0.490743779096	2018-02-05	0	83.10623334425111
2018-02-05T00:44:00.000+0000	7.6816563138	2018-02-05	0	90.78788965805111
2018-02-05T00:45:00.000+0000	1.41572194765	2018-02-05	0	92.20361160570111
2018-02-05T00:46:00.000+0000	0.807297200259	2018-02-05	0	93.01090880596011
2018-02-05T00:47:00.000+0000	0.201087616929	2018-02-05	0	93.21199642288911
2018-02-05T00:48:00.000+0000	2.97265018617	2018-02-05	0	96.18464660905912
2018-02-05T00:49:00.000+0000	1.3180108898	2018-02-05	0	97.50265749885912
2018-02-05T00:50:00.000+0000	6.85192971795	2018-02-05	0	104.35458721680912
2018-02-05T00:51:00.000+0000	0.0	2018-02-05	0	104.35458721680912
2018-02-05T00:52:00.000+0000	3.83482874844	2018-02-05	0	108.18941596524913
2018-02-05T00:53:00.000+0000	4.40997797388	2018-02-05	0	112.59939393912913
2018-02-05T00:54:00.000+0000	2.3324568637	2018-02-05	0	114.93185080282913
2018-02-05T00:55:00.000+0000	0.0	2018-02-05	0	114.93185080282913
2018-02-05T00:56:00.000+0000	6.36369812125	2018-02-05	0	121.29554892407913
2018-02-05T00:57:00.000+0000	1.77806113744	2018-02-05	0	123.07361006151913
2018-02-05T00:58:00.000+0000	6.19265832933	2018-02-05	0	129.26626839084912
2018-02-05T00:59:00.000+0000	1.0626769022	2018-02-05	0	130.32894529304912
2018-02-05T01:00:00.000+0000	0.112093343559	2018-02-05	1	130.4410386366081
2018-02-05T01:01:00.000+0000	4.15175854726	2018-02-05	1	134.5927971838681
2018-02-05T01:02:00.000+0000	3.02991073876	2018-02-05	1	137.6227079226281
2018-02-05T01:03:00.000+0000	0.993974103233	2018-02-05	1	138.6166820258611
2018-02-05T01:04:00.000+0000	0.68663154051	2018-02-05	1	139.30331356637112
2018-02-05T01:05:00.000+0000	0.459767446825	2018-02-05	1	139.7630810131961
2018-02-05T01:06:00.000+0000	0.688808643658	2018-02-05	1	140.45188965685412
2018-02-05T01:07:00.000+0000	4.50474371373	2018-02-05	1	144.95663337058411
2018-02-05T01:08:00.000+0000	0.386337358858	2018-02-05	1	145.3429707294421
2018-02-05T01:09:00.000+0000	0.508364966409	2018-02-05	1	145.8513356958511
2018-02-05T01:10:00.000+0000	4.20634657715	2018-02-05	1	150.0576822730011
2018-02-05T01:11:00.000+0000	3.30625324863	2018-02-05	1	153.3639355216311
2018-02-05T01:12:00.000+0000	3.37154236377	2018-02-05	1	156.7354778854011
2018-02-05T01:13:00.000+0000	0.378024933738	2018-02-05	1	157.11350281913911
2018-02-05T01:14:00.000+0000	6.67321369149	2018-02-05	1	163.7867165106291
2018-02-05T01:15:00.000+0000	1.96842162184	2018-02-05	1	165.7551381324691
2018-02-05T01:16:00.000+0000	0.17538415514	2018-02-05	1	165.9305222876091
2018-02-05T01:17:00.000+0000	0.0	2018-02-05	1	165.9305222876091
2018-02-05T01:18:00.000+0000	3.71458595087	2018-02-05	1	169.6451082384791
2018-02-05T01:19:00.000+0000	4.06004969127	2018-02-05	1	173.7051579297491
2018-02-05T01:20:00.000+0000	0.259285478639	2018-02-05	1	173.9644434083881
2018-02-05T01:21:00.000+0000	0.0	2018-02-05	1	173.9644434083881
2018-02-05T01:22:00.000+0000	2.42985904574	2018-02-05	1	176.39430245412808
2018-02-05T01:23:00.000+0000	0.964919756337	2018-02-05	1	177.35922221046508
2018-02-05T01:24:00.000+0000	1.64228647656	2018-02-05	1	179.00150868702508
2018-02-05T01:25:00.000+0000	2.48443056874	2018-02-05	1	181.4859392557651
2018-02-05T01:26:00.000+0000	4.01208848218	2018-02-05	1	185.49802773794508
2018-02-05T01:27:00.000+0000	0.879709666043	2018-02-05	1	186.37773740398808
2018-02-05T01:28:00.000+0000	6.37680292073	2018-02-05	1	192.75454032471808
2018-02-05T01:29:00.000+0000	0.108877816427	2018-02-05	1	192.86341814114508
2018-02-05T01:30:00.000+0000	0.804197094394	2018-02-05	1	193.66761523553907
2018-02-05T01:31:00.000+0000	5.17144097987	2018-02-05	1	198.83905621540907
2018-02-05T01:32:00.000+0000	4.354412567	2018-02-05	1	203.19346878240907
2018-02-05T01:33:00.000+0000	0.0704192850426	2018-02-05	1	203.26388806745166
2018-02-05T01:34:00.000+0000	0.359705964685	2018-02-05	1	203.62359403213665
2018-02-05T01:35:00.000+0000	2.05954299764	2018-02-05	1	205.68313702977665
2018-02-05T01:36:00.000+0000	0.0	2018-02-05	1	205.68313702977665
2018-02-05T01:37:00.000+0000	8.86169586234	2018-02-05	1	214.54483289211663
2018-02-05T01:38:00.000+0000	0.501934254042	2018-02-05	1	215.04676714615863
2018-02-05T01:39:00.000+0000	0.01385360376	2018-02-05	1	215.06062074991863
2018-02-05T01:40:00.000+0000	0.0	2018-02-05	1	215.06062074991863
2018-02-05T01:41:00.000+0000	0.443014408267	2018-02-05	1	215.50363515818563
2018-02-05T01:42:00.000+0000	1.6309701333	2018-02-05	1	217.13460529148563
2018-02-05T01:43:00.000+0000	0.0	2018-02-05	1	217.13460529148563
2018-02-05T01:44:00.000+0000	0.5417971514	2018-02-05	1	217.67640244288563
2018-02-05T01:45:00.000+0000	0.044236263193	2018-02-05	1	217.72063870607863
2018-02-05T01:46:00.000+0000	3.2617891767	2018-02-05	1	220.98242788277864
2018-02-05T01:47:00.000+0000	1.777941329	2018-02-05	1	222.76036921177862
2018-02-05T01:48:00.000+0000	1.54762938317	2018-02-05	1	224.30799859494863
2018-02-05T01:49:00.000+0000	0.0	2018-02-05	1	224.30799859494863
2018-02-05T01:50:00.000+0000	1.47609645203	2018-02-05	1	225.78409504697862
2018-02-05T01:51:00.000+0000	5.3616463022	2018-02-05	1	231.14574134917862
2018-02-05T01:52:00.000+0000	1.15634838253	2018-02-05	1	232.30208973170863
2018-02-05T01:53:00.000+0000	1.40658996253	2018-02-05	1	233.70867969423864
2018-02-05T01:54:00.000+0000	4.10370819609	2018-02-05	1	237.81238789032864
2018-02-05T01:55:00.000+0000	3.74425899616	2018-02-05	1	241.55664688648864
2018-02-05T01:56:00.000+0000	5.94217586065	2018-02-05	1	247.49882274713863
2018-02-05T01:57:00.000+0000	7.32769238978	2018-02-05	1	254.82651513691863
2018-02-05T01:58:00.000+0000	2.41131519831	2018-02-05	1	257.23783033522864
2018-02-05T01:59:00.000+0000	1.08799298103	2018-02-05	1	258.32582331625866
2018-02-05T02:00:00.000+0000	11.6046219884	2018-02-05	2	269.9304453046587
2018-02-05T02:01:00.000+0000	6.16642993551	2018-02-05	2	275.92484664115165
2018-02-05T02:02:00.000+0000	17.1234688351	2018-02-05	2	292.66851627520566
2018-02-05T02:03:00.000+0000	4.45019477561	2018-02-05	2	296.2369448169897
2018-02-05T02:04:00.000+0000	1.60386507792	2018-02-05	2	297.770360442347
2018-02-05T02:05:00.000+0000	3.96109347722	2018-02-05	2	301.50413154610396
2018-02-05T02:06:00.000+0000	1.32795101971	2018-02-05	2	301.95992626323084
2018-02-05T02:07:00.000+0000	5.53987653846	2018-02-05	2	300.9677385378109
2018-02-05T02:08:00.000+0000	9.66582349689	2018-02-05	2	309.8587924423959
2018-02-05T02:09:00.000+0000	6.04061942289	2018-02-05	2	314.9829112992439
2018-02-05T02:10:00.000+0000	5.6612201585	2018-02-05	2	317.10540426106394
2018-02-05T02:11:00.000+0000	9.36315346423	2018-02-05	2	326.2681820811479
2018-02-05T02:12:00.000+0000	8.77775610001	2018-02-05	2	328.29543034019787
2018-02-05T02:13:00.000+0000	3.40556295593	2018-02-05	2	331.7009932961279
2018-02-05T02:14:00.000+0000	1.26963537963	2018-02-05	2	330.54068106254795
2018-02-05T02:15:00.000+0000	0.966778895891	2018-02-05	2	326.4622163054689
2018-02-05T02:16:00.000+0000	2.69801155031	2018-02-05	2	327.29456877198896
2018-02-05T02:17:00.000+0000	3.07124018575	2018-02-05	2	325.738821413069
2018-02-05T02:18:00.000+0000	6.3827398413	2018-02-05	2	332.121561254369
2018-02-05T02:19:00.000+0000	1.46187196267	2018-02-05	2	333.151596618265
2018-02-05T02:20:00.000+0000	4.5391593917	2018-02-05	2	335.57952676887504
2018-02-05T02:21:00.000+0000	0.0	2018-02-05	2	335.57952676887504
2018-02-05T02:22:00.000+0000	3.62098018414	2018-02-05	2	338.55937127604307
2018-02-05T02:23:00.000+0000	0.203629352085	2018-02-05	2	331.8318725271981
2018-02-05T02:24:00.000+0000	0.823442148185	2018-02-05	2	332.5817454311817
2018-02-05T02:25:00.000+0000	1.80534662728	2018-02-05	2	331.2629348265417
2018-02-05T02:26:00.000+0000	1.33452390717	2018-02-05	2	332.59745873371173
2018-02-05T02:27:00.000+0000	8.46064956485	2018-02-05	2	339.9117828344517
2018-02-05T02:28:00.000+0000	9.25618933969	2018-02-05	2	346.13411266038173
2018-02-05T02:29:00.000+0000	3.98822881606	2018-02-05	2	347.4678385429917
2018-02-05T02:30:00.000+0000	2.6736754627	2018-02-05	2	346.20711207919163
2018-02-05T02:31:00.000+0000	0.829303421077	2018-02-05	2	346.69597567194563
2018-02-05T02:32:00.000+0000	3.97088008322	2018-02-05	2	349.4417750366556
2018-02-05T02:33:00.000+0000	0.0	2018-02-05	2	349.33330127371863
2018-02-05T02:34:00.000+0000	1.69200764108	2018-02-05	2	348.4997551558186
2018-02-05T02:35:00.000+0000	14.7522214596	2018-02-05	2	360.80027369559855
2018-02-05T02:36:00.000+0000	3.75588132214	2018-02-05	2	359.6155431684386
2018-02-05T02:37:00.000+0000	10.1070901084	2018-02-05	2	369.72263327683856
2018-02-05T02:38:00.000+0000	3.22476031901	2018-02-05	2	369.72151450946853
2018-02-05T02:39:00.000+0000	5.87827262634	2018-02-05	2	375.42804999574656
2018-02-05T02:40:00.000+0000	1.28761541323	2018-02-05	2	376.26432621762154
2018-02-05T02:41:00.000+0000	11.4517639497	2018-02-05	2	386.2576482408316
2018-02-05T02:42:00.000+0000	0.931481706932	2018-02-05	2	382.1278956163636
2018-02-05T02:43:00.000+0000	0.842183600828	2018-02-05	2	381.68153525845156
2018-02-05T02:44:00.000+0000	1.38779307775	2018-02-05	2	382.57858455710556
2018-02-05T02:45:00.000+0000	5.03724056552	2018-02-05	2	379.93416880882563
2018-02-05T02:46:00.000+0000	0.911252875918	2018-02-05	2	379.42969973709364
2018-02-05T02:47:00.000+0000	6.89242950037	2018-02-05	2	385.5148320372046
2018-02-05T02:48:00.000+0000	1.88352629059	2018-02-05	2	387.1972707108656
2018-02-05T02:49:00.000+0000	2.80215512041	2018-02-05	2	387.02677564510566
2018-02-05T02:50:00.000+0000	3.08972678504	2018-02-05	2	388.79849154034565
2018-02-05T02:51:00.000+0000	8.8252456012	2018-02-05	2	390.77180742359553
2018-02-05T02:52:00.000+0000	5.9497847171	2018-02-05	2	396.7215921406955
2018-02-05T02:53:00.000+0000	0.0	2018-02-05	2	392.88676339225555
2018-02-05T02:54:00.000+0000	8.69949197945	2018-02-05	2	397.1762773978256
2018-02-05T02:55:00.000+0000	6.69530539563	2018-02-05	2	401.5391259297555
2018-02-05T02:56:00.000+0000	3.94399904601	2018-02-05	2	405.4831249757655
2018-02-05T02:57:00.000+0000	1.72966973926	2018-02-05	2	400.84909659377547
2018-02-05T02:58:00.000+0000	0.0	2018-02-05	2	399.07103545633544
2018-02-05T02:59:00.000+0000	0.0	2018-02-05	2	392.8783771270054
2018-02-05T03:00:00.000+0000	19.9751167284	2018-02-05	3	411.7908169532054
2018-02-05T03:01:00.000+0000	2.34980467173	2018-02-05	3	414.0285282813764
2018-02-05T03:02:00.000+0000	9.86280631008	2018-02-05	3	419.7395760441964
2018-02-05T03:03:00.000+0000	4.22275788322	2018-02-05	3	420.9324231886564
2018-02-05T03:04:00.000+0000	0.0	2018-02-05	3	419.93844908542343
2018-02-05T03:05:00.000+0000	7.63404696236	2018-02-05	3	426.88586450727337
2018-02-05T03:06:00.000+0000	0.0	2018-02-05	3	426.4260970604484
2018-02-05T03:07:00.000+0000	14.7894158378	2018-02-05	3	440.52670425459036
2018-02-05T03:08:00.000+0000	0.0	2018-02-05	3	436.0219605408604
2018-02-05T03:09:00.000+0000	14.2218417944	2018-02-05	3	449.8574649764024
2018-02-05T03:10:00.000+0000	2.42065441713	2018-02-05	3	451.76975442712336
2018-02-05T03:11:00.000+0000	7.74179985581	2018-02-05	3	455.3052077057834
2018-02-05T03:12:00.000+0000	1.66603882993	2018-02-05	3	453.6649932870834
2018-02-05T03:13:00.000+0000	24.0864885453	2018-02-05	3	474.37993946861343
2018-02-05T03:14:00.000+0000	3.01614566766	2018-02-05	3	477.0180602025355
2018-02-05T03:15:00.000+0000	7.10134194776	2018-02-05	3	477.44618845880547
2018-02-05T03:16:00.000+0000	1.22603123322	2018-02-05	3	476.70379807018537
2018-02-05T03:17:00.000+0000	9.95560986951	2018-02-05	3	486.48402378455546
2018-02-05T03:18:00.000+0000	0.368595461083	2018-02-05	3	486.85261924563844
2018-02-05T03:19:00.000+0000	8.27894876243	2018-02-05	3	491.41698205719837
2018-02-05T03:20:00.000+0000	5.55846520694	2018-02-05	3	492.91539757286836
2018-02-05T03:21:00.000+0000	11.248039813	2018-02-05	3	503.9041519072294
2018-02-05T03:22:00.000+0000	3.39514044709	2018-02-05	3	507.2992923543194
2018-02-05T03:23:00.000+0000	16.567529553	2018-02-05	3	521.4369628615793
2018-02-05T03:24:00.000+0000	4.68626147153	2018-02-05	3	525.1583045767724
2018-02-05T03:25:00.000+0000	11.3681914384	2018-02-05	3	534.8842095386124
2018-02-05T03:26:00.000+0000	15.4917176681	2018-02-05	3	547.8914966379724
2018-02-05T03:27:00.000+0000	0.576314420728	2018-02-05	3	544.4557225765204
2018-02-05T03:28:00.000+0000	0.0	2018-02-05	3	543.5760129104774
2018-02-05T03:29:00.000+0000	1.41489350786	2018-02-05	3	538.6141034976074
2018-02-05T03:30:00.000+0000	20.8387646607	2018-02-05	3	559.3439903418805
2018-02-05T03:31:00.000+0000	2.58733646818	2018-02-05	3	561.1271297156665
2018-02-05T03:32:00.000+0000	19.9381941928	2018-02-05	3	575.8938829285963
2018-02-05T03:33:00.000+0000	15.7689581099	2018-02-05	3	587.3084284714964
2018-02-05T03:34:00.000+0000	14.4005298597	2018-02-05	3	601.6385390461538
2018-02-05T03:35:00.000+0000	6.82628362566	2018-02-05	3	608.1051167071288
2018-02-05T03:36:00.000+0000	1.45902756787	2018-02-05	3	607.5046012773588
2018-02-05T03:37:00.000+0000	0.0	2018-02-05	3	607.5046012773588
2018-02-05T03:38:00.000+0000	11.4940998461	2018-02-05	3	610.1370052611187
2018-02-05T03:39:00.000+0000	25.9323926782	2018-02-05	3	635.5674636852767
2018-02-05T03:40:00.000+0000	10.686743849	2018-02-05	3	646.2403539305167
2018-02-05T03:41:00.000+0000	0.157711739256	2018-02-05	3	646.3980656697727
2018-02-05T03:42:00.000+0000	1.39063189086	2018-02-05	3	647.3456831523657
2018-02-05T03:43:00.000+0000	17.8453970552	2018-02-05	3	663.5601100742657
2018-02-05T03:44:00.000+0000	1.92715327464	2018-02-05	3	665.4872633489057
2018-02-05T03:45:00.000+0000	21.5172066868	2018-02-05	3	686.4626728843057
2018-02-05T03:46:00.000+0000	9.94310332691	2018-02-05	3	696.3615399480227
2018-02-05T03:47:00.000+0000	5.53196481313	2018-02-05	3	698.6317155844526
2018-02-05T03:48:00.000+0000	6.7717252638	2018-02-05	3	703.6254995192527
2018-02-05T03:49:00.000+0000	4.61323712371	2018-02-05	3	706.6911072597927
2018-02-05T03:50:00.000+0000	2.74513883696	2018-02-05	3	709.4362460967527
2018-02-05T03:51:00.000+0000	13.1289499143	2018-02-05	3	721.0890995590228
2018-02-05T03:52:00.000+0000	0.0	2018-02-05	3	715.7274532568227
2018-02-05T03:53:00.000+0000	14.5274697001	2018-02-05	3	729.0985745743927
2018-02-05T03:54:00.000+0000	20.157180383	2018-02-05	3	747.8491649948627
2018-02-05T03:55:00.000+0000	11.7691427523	2018-02-05	3	755.5145995510727
2018-02-05T03:56:00.000+0000	0.698309093999	2018-02-05	3	752.4686496489118
2018-02-05T03:57:00.000+0000	4.05180967194	2018-02-05	3	750.5782834602018
2018-02-05T03:58:00.000+0000	6.7844779751	2018-02-05	3	750.0350690455218
2018-02-05T03:59:00.000+0000	11.1448356971	2018-02-05	3	758.7685895443118
2018-02-05T04:00:00.000+0000	5.07957423667	2018-02-05	4	762.7601707999519
2018-02-05T04:01:00.000+0000	0.0	2018-02-05	4	751.1555488115519
2018-02-05T04:02:00.000+0000	5.21699122126	2018-02-05	4	750.2061100973018
2018-02-05T04:03:00.000+0000	25.627325056	2018-02-05	4	758.7099663182019
2018-02-05T04:04:00.000+0000	0.2922910341	2018-02-05	4	754.5520625766918
2018-02-05T04:05:00.000+0000	8.95060283075	2018-02-05	4	761.8988003295218
2018-02-05T04:06:00.000+0000	14.890893903	2018-02-05	4	772.8286007553017
2018-02-05T04:07:00.000+0000	2.34893279861	2018-02-05	4	773.8495825342018
2018-02-05T04:08:00.000+0000	15.072583236	2018-02-05	4	783.3822892317418
2018-02-05T04:09:00.000+0000	8.98548541508	2018-02-05	4	782.7019511499318
2018-02-05T04:10:00.000+0000	3.74288417937	2018-02-05	4	780.4042159064118
2018-02-05T04:11:00.000+0000	1.41283287055	2018-02-05	4	776.1558286184618
2018-02-05T04:12:00.000+0000	7.28162031515	2018-02-05	4	774.0742954693819
2018-02-05T04:13:00.000+0000	1.81189776337	2018-02-05	4	767.1084371327419
2018-02-05T04:14:00.000+0000	1.39590914548	2018-02-05	4	765.0987833222918
2018-02-05T04:15:00.000+0000	5.49406826831	2018-02-05	4	769.3232162109717
2018-02-05T04:16:00.000+0000	0.0	2018-02-05	4	768.3564373150807
2018-02-05T04:17:00.000+0000	1.85027092392	2018-02-05	4	767.5086966886907
2018-02-05T04:18:00.000+0000	17.4789487848	2018-02-05	4	781.9164052877408
2018-02-05T04:19:00.000+0000	28.8613620206	2018-02-05	4	804.3950274670408
2018-02-05T04:20:00.000+0000	0.623492715927	2018-02-05	4	803.5566482202979
2018-02-05T04:21:00.000+0000	17.7921147993	2018-02-05	4	816.8096036278977
2018-02-05T04:22:00.000+0000	0.0	2018-02-05	4	816.8096036278977
2018-02-05T04:23:00.000+0000	13.00364256	2018-02-05	4	826.1922660037577
2018-02-05T04:24:00.000+0000	1.3031924321	2018-02-05	4	827.2918290837728
2018-02-05T04:25:00.000+0000	8.37131644374	2018-02-05	4	834.8397033793278
2018-02-05T04:26:00.000+0000	0.314342521791	2018-02-05	4	833.3486992738386
2018-02-05T04:27:00.000+0000	0.0	2018-02-05	4	832.0141753666688
2018-02-05T04:28:00.000+0000	0.0	2018-02-05	4	823.5535258018189
2018-02-05T04:29:00.000+0000	0.182046307164	2018-02-05	4	814.479382769293
2018-02-05T04:30:00.000+0000	0.0	2018-02-05	4	810.4911539532328
2018-02-05T04:31:00.000+0000	3.69331471782	2018-02-05	4	811.5107932083529
2018-02-05T04:32:00.000+0000	16.8873521595	2018-02-05	4	827.5688419467759
2018-02-05T04:33:00.000+0000	9.25251248402	2018-02-05	4	832.850474347576
2018-02-05T04:34:00.000+0000	6.64917538865	2018-02-05	4	839.4996497362259
2018-02-05T04:35:00.000+0000	6.59895023284	2018-02-05	4	844.4065923279858
2018-02-05T04:36:00.000+0000	17.4842609636	2018-02-05	4	847.1386318319861
2018-02-05T04:37:00.000+0000	12.9064259103	2018-02-05	4	856.289176420146
2018-02-05T04:38:00.000+0000	1.7379999094	2018-02-05	4	847.9200862211458
2018-02-05T04:39:00.000+0000	28.4324398094	2018-02-05	4	873.1277657115359
2018-02-05T04:40:00.000+0000	3.88067075202	2018-02-05	4	871.1301638372158
2018-02-05T04:41:00.000+0000	25.0317533054	2018-02-05	4	894.8743017293858
2018-02-05T04:42:00.000+0000	2.37023804291	2018-02-05	4	885.7927758225958
2018-02-05T04:43:00.000+0000	11.8635831092	2018-02-05	4	896.7248772248639
2018-02-05T04:44:00.000+0000	3.50652671665	2018-02-05	4	899.3892203406858
2018-02-05T04:45:00.000+0000	15.4709431714	2018-02-05	4	913.472370434336
2018-02-05T04:46:00.000+0000	0.975545486031	2018-02-05	4	909.410675354847
2018-02-05T04:47:00.000+0000	26.4518849153	2018-02-05	4	934.9513073942288
2018-02-05T04:48:00.000+0000	17.5946013415	2018-02-05	4	945.653479235359
2018-02-05T04:49:00.000+0000	13.0558130907	2018-02-05	4	956.825766035469
2018-02-05T04:50:00.000+0000	0.0	2018-02-05	4	954.0236109150591
2018-02-05T04:51:00.000+0000	3.04604171941	2018-02-05	4	953.979925849429
2018-02-05T04:52:00.000+0000	3.9785934971	2018-02-05	4	949.1332737453289
2018-02-05T04:53:00.000+0000	2.30867524282	2018-02-05	4	945.492164271049
2018-02-05T04:54:00.000+0000	7.71234987091	2018-02-05	4	953.204514141959
2018-02-05T04:55:00.000+0000	7.1824821338	2018-02-05	4	951.687504296309
2018-02-05T04:56:00.000+0000	4.21236458761	2018-02-05	4	949.2045634882888
2018-02-05T04:57:00.000+0000	7.05286968366	2018-02-05	4	952.313434125939
2018-02-05T04:58:00.000+0000	14.2357932862	2018-02-05	4	964.8195576728789
2018-02-05T04:59:00.000+0000	19.2239865741	2018-02-05	4	984.0435442469789
2018-02-05T05:00:00.000+0000	29.9298931721	2018-02-05	5	1013.9734374190789
2018-02-05T05:01:00.000+0000	10.2223082193	2018-02-05	5	1004.2206289099788
2018-02-05T05:02:00.000+0000	2.59099844879	2018-02-05	5	1004.4618226870388
2018-02-05T05:03:00.000+0000	12.2515516102	2018-02-05	5	1006.8505679871589
2018-02-05T05:04:00.000+0000	2.63368697386	2018-02-05	5	1005.2614970777988
2018-02-05T05:05:00.000+0000	12.4537822646	2018-02-05	5	1017.7152793423988
2018-02-05T05:06:00.000+0000	1.59374821227	2018-02-05	5	1011.674980592309
2018-02-05T05:07:00.000+0000	20.2828058638	2018-02-05	5	1031.957786456109
2018-02-05T05:08:00.000+0000	22.4442525755	2018-02-05	5	1039.612623193809
2018-02-05T05:09:00.000+0000	33.554581379	2018-02-05	5	1073.167204572809
2018-02-05T05:10:00.000+0000	5.927225866	2018-02-05	5	1064.872588644409
2018-02-05T05:11:00.000+0000	3.0094201738	2018-02-05	5	1065.461354401079
2018-02-05T05:12:00.000+0000	14.2133581966	2018-02-05	5	1071.932912741869
2018-02-05T05:13:00.000+0000	24.5639841774	2018-02-05	5	1094.830858089339
2018-02-05T05:14:00.000+0000	16.5639926909	2018-02-05	5	1087.3083622349388
2018-02-05T05:15:00.000+0000	30.2404630614	2018-02-05	5	1114.5326796286788
2018-02-05T05:16:00.000+0000	31.4794699344	2018-02-05	5	1138.9108076153188
2018-02-05T05:17:00.000+0000	2.94562111282	2018-02-05	5	1140.6303974949187
2018-02-05T05:18:00.000+0000	32.8467399925	2018-02-05	5	1163.5215276179088
2018-02-05T05:19:00.000+0000	17.3109171984	2018-02-05	5	1180.4638493552256
2018-02-05T05:20:00.000+0000	0.0	2018-02-05	5	1172.1849005927957
2018-02-05T05:21:00.000+0000	14.6552791077	2018-02-05	5	1181.2817144935557
2018-02-05T05:22:00.000+0000	4.23788632826	2018-02-05	5	1174.2715610088155
2018-02-05T05:23:00.000+0000	0.0	2018-02-05	5	1170.8764205617256
2018-02-05T05:24:00.000+0000	4.25436786721	2018-02-05	5	1158.5632588759356
2018-02-05T05:25:00.000+0000	5.16128692451	2018-02-05	5	1159.0382843289156
2018-02-05T05:26:00.000+0000	5.15749906278	2018-02-05	5	1152.8275919532957
2018-02-05T05:27:00.000+0000	19.6767865973	2018-02-05	5	1157.0126608824955
2018-02-05T05:28:00.000+0000	12.6054765802	2018-02-05	5	1169.0418230419675
2018-02-05T05:29:00.000+0000	1.90041199339	2018-02-05	5	1170.9422350353575
2018-02-05T05:30:00.000+0000	7.60571659918	2018-02-05	5	1177.1330581266775
2018-02-05T05:31:00.000+0000	2.00306102515	2018-02-05	5	1158.2973544911274
2018-02-05T05:32:00.000+0000	0.525657484376	2018-02-05	5	1156.2356755073233
2018-02-05T05:33:00.000+0000	0.0	2018-02-05	5	1136.2974813145233
2018-02-05T05:34:00.000+0000	17.6657698875	2018-02-05	5	1138.1942930921234
2018-02-05T05:35:00.000+0000	13.1187522389	2018-02-05	5	1136.9125154713236
2018-02-05T05:36:00.000+0000	8.92481677462	2018-02-05	5	1139.0110486202836
2018-02-05T05:37:00.000+0000	14.3559258641	2018-02-05	5	1151.9079469165138
2018-02-05T05:38:00.000+0000	0.0	2018-02-05	5	1151.9079469165138
2018-02-05T05:39:00.000+0000	2.68656817552	2018-02-05	5	1143.1004152459338
2018-02-05T05:40:00.000+0000	3.32015312324	2018-02-05	5	1120.4881756909738
2018-02-05T05:41:00.000+0000	12.2267979655	2018-02-05	5	1122.028229807474
2018-02-05T05:42:00.000+0000	14.7822234318	2018-02-05	5	1136.652741500018
2018-02-05T05:43:00.000+0000	1.34527771455	2018-02-05	5	1136.607387323708
2018-02-05T05:44:00.000+0000	3.54353284532	2018-02-05	5	1122.305523113828
2018-02-05T05:45:00.000+0000	9.64126394962	2018-02-05	5	1130.019633788808
2018-02-05T05:46:00.000+0000	35.3713922833	2018-02-05	5	1143.8738193853083
2018-02-05T05:47:00.000+0000	1.60387111669	2018-02-05	5	1135.534587175088
2018-02-05T05:48:00.000+0000	2.82024420824	2018-02-05	5	1132.8228665701981
2018-02-05T05:49:00.000+0000	2.96670976301	2018-02-05	5	1129.0178510694082
2018-02-05T05:50:00.000+0000	0.0	2018-02-05	5	1124.4046139456982
2018-02-05T05:51:00.000+0000	8.29211999275	2018-02-05	5	1129.9515951014882
2018-02-05T05:52:00.000+0000	18.4767349345	2018-02-05	5	1135.2993801216878
2018-02-05T05:53:00.000+0000	3.35545110069	2018-02-05	5	1138.6548312223779
2018-02-05T05:54:00.000+0000	14.6362676246	2018-02-05	5	1138.7636291468782
2018-02-05T05:55:00.000+0000	0.0	2018-02-05	5	1118.606448763878
2018-02-05T05:56:00.000+0000	21.8088762537	2018-02-05	5	1128.646182265278
2018-02-05T05:57:00.000+0000	9.18367334309	2018-02-05	5	1137.1315465143691
2018-02-05T05:58:00.000+0000	19.335256339	2018-02-05	5	1152.4149931814288
2018-02-05T05:59:00.000+0000	17.6396348842	2018-02-05	5	1163.270150090529
2018-02-05T06:00:00.000+0000	6.73290144143	2018-02-05	6	1158.8582158348588
2018-02-05T06:01:00.000+0000	20.8880296556	2018-02-05	6	1174.6666712537888
2018-02-05T06:02:00.000+0000	25.3745359045	2018-02-05	6	1200.0412071582887
2018-02-05T06:03:00.000+0000	18.4526367307	2018-02-05	6	1213.2768526677287
2018-02-05T06:04:00.000+0000	0.0	2018-02-05	6	1187.649527611729
2018-02-05T06:05:00.000+0000	32.8506717992	2018-02-05	6	1220.2079083768288
2018-02-05T06:06:00.000+0000	2.19459524711	2018-02-05	6	1213.4519007931888
2018-02-05T06:07:00.000+0000	13.247493942	2018-02-05	6	1211.8085008321887
2018-02-05T06:08:00.000+0000	10.5016698335	2018-02-05	6	1219.9612378670788
2018-02-05T06:09:00.000+0000	7.72712007066	2018-02-05	6	1212.6157747017387
2018-02-05T06:10:00.000+0000	45.9983576311	2018-02-05	6	1249.6286469177585
2018-02-05T06:11:00.000+0000	0.253123268635	2018-02-05	6	1246.1388860070235
2018-02-05T06:12:00.000+0000	2.50150227536	2018-02-05	6	1247.2275554118337
2018-02-05T06:13:00.000+0000	2.63232211013	2018-02-05	6	1242.5782572068138
2018-02-05T06:14:00.000+0000	0.886226767332	2018-02-05	6	1241.6525862107756
2018-02-05T06:15:00.000+0000	0.0	2018-02-05	6	1240.2566770652954
2018-02-05T06:16:00.000+0000	2.9847658816	2018-02-05	6	1237.7473746785854
2018-02-05T06:17:00.000+0000	33.9811622199	2018-02-05	6	1271.7285368984853
2018-02-05T06:18:00.000+0000	3.93339472549	2018-02-05	6	1273.8116607000554
2018-02-05T06:19:00.000+0000	20.3467285231	2018-02-05	6	1276.6794404383554
2018-02-05T06:20:00.000+0000	26.6754151221	2018-02-05	6	1274.4934935398558
2018-02-05T06:21:00.000+0000	23.8503580003	2018-02-05	6	1297.720358824229
2018-02-05T06:22:00.000+0000	8.61749753105	2018-02-05	6	1288.5457415559788
2018-02-05T06:23:00.000+0000	35.1570629341	2018-02-05	6	1323.7028044900787
2018-02-05T06:24:00.000+0000	5.15646880024	2018-02-05	6	1315.8556307303188
2018-02-05T06:25:00.000+0000	9.74709623768	2018-02-05	6	1324.2995345358986
2018-02-05T06:26:00.000+0000	16.6362614129	2018-02-05	6	1332.5644795050587
2018-02-05T06:27:00.000+0000	7.4592369785	2018-02-05	6	1339.7093739617678
2018-02-05T06:28:00.000+0000	6.5269799593	2018-02-05	6	1346.2363539210678
2018-02-05T06:29:00.000+0000	6.82372001626	2018-02-05	6	1353.0600739373278
2018-02-05T06:30:00.000+0000	31.2797549922	2018-02-05	6	1384.1577826223638
2018-02-05T06:31:00.000+0000	32.7817485455	2018-02-05	6	1416.9395311678638
2018-02-05T06:32:00.000+0000	3.77054925352	2018-02-05	6	1417.0167657035636
2018-02-05T06:33:00.000+0000	19.089013207	2018-02-05	6	1419.2184267510638
2018-02-05T06:34:00.000+0000	19.1767156575	2018-02-05	6	1429.1426299245438
2018-02-05T06:35:00.000+0000	11.2318976238	2018-02-05	6	1433.7253521596936
2018-02-05T06:36:00.000+0000	5.47663774344	2018-02-05	6	1432.6030396702936
2018-02-05T06:37:00.000+0000	0.0	2018-02-05	6	1415.1187787066935
2018-02-05T06:38:00.000+0000	33.7838451133	2018-02-05	6	1435.9961979096938
2018-02-05T06:39:00.000+0000	19.1473607729	2018-02-05	6	1453.4055587731937
2018-02-05T06:40:00.000+0000	4.29872240394	2018-02-05	6	1429.2718413677337
2018-02-05T06:41:00.000+0000	6.64235346759	2018-02-05	6	1432.0335240833037
2018-02-05T06:42:00.000+0000	11.9144271221	2018-02-05	6	1418.9161979000041
2018-02-05T06:43:00.000+0000	0.0	2018-02-05	6	1416.545959857094
2018-02-05T06:44:00.000+0000	24.0989816315	2018-02-05	6	1428.781358379394
2018-02-05T06:45:00.000+0000	10.9883738465	2018-02-05	6	1436.2632055092442
2018-02-05T06:46:00.000+0000	46.8787531093	2018-02-05	6	1467.6710154471443
2018-02-05T06:47:00.000+0000	12.8729710273	2018-02-05	6	1479.5684409884134
2018-02-05T06:48:00.000+0000	3.7862467026	2018-02-05	6	1456.9028027757133
2018-02-05T06:49:00.000+0000	41.8667252418	2018-02-05	6	1481.1749266760132
2018-02-05T06:50:00.000+0000	22.4301808546	2018-02-05	6	1490.5492944399132
2018-02-05T06:51:00.000+0000	0.0	2018-02-05	6	1490.5492944399132
2018-02-05T06:52:00.000+0000	20.774898599	2018-02-05	6	1508.2781513195032
2018-02-05T06:53:00.000+0000	18.5426541306	2018-02-05	6	1522.8422119530032
2018-02-05T06:54:00.000+0000	7.22004665387	2018-02-05	6	1527.753583364053
2018-02-05T06:55:00.000+0000	20.3269034138	2018-02-05	6	1540.3681369069432
2018-02-05T06:56:00.000+0000	9.14973940406	2018-02-05	6	1542.3353941772032
2018-02-05T06:57:00.000+0000	20.2632836988	2018-02-05	6	1558.3863132883932
2018-02-05T06:58:00.000+0000	15.5613289462	2018-02-05	6	1566.8947725509333
2018-02-05T06:59:00.000+0000	22.0441386689	2018-02-05	6	1574.7031179336332
2018-02-05T07:00:00.000+0000	11.6862898865	2018-02-05	7	1567.1654212460328
2018-02-05T07:01:00.000+0000	4.77803127064	2018-02-05	7	1542.0135593445727
2018-02-05T07:02:00.000+0000	60.4358512017	2018-02-05	7	1592.2271023269732
2018-02-05T07:03:00.000+0000	1.1925135381	2018-02-05	7	1590.828617416283
2018-02-05T07:04:00.000+0000	13.9835374688	2018-02-05	7	1592.560603274883
2018-02-05T07:05:00.000+0000	0.782333453108	2018-02-05	7	1590.7092497541314
2018-02-05T07:06:00.000+0000	19.5060488407	2018-02-05	7	1597.7615163302312
2018-02-05T07:07:00.000+0000	28.8683333207	2018-02-05	7	1625.0361014386613
2018-02-05T07:08:00.000+0000	28.2310031009	2018-02-05	7	1632.984298675761
2018-02-05T07:09:00.000+0000	21.2173718624	2018-02-05	7	1631.7574179626613
2018-02-05T07:10:00.000+0000	1.74048523909	2018-02-05	7	1599.9433218227514
2018-02-05T07:11:00.000+0000	16.8098381729	2018-02-05	7	1610.8259341296516
2018-02-05T07:12:00.000+0000	1.49712505431	2018-02-05	7	1609.3136390101613
2018-02-05T07:13:00.000+0000	29.5922734304	2018-02-05	7	1624.6925542439612
2018-02-05T07:14:00.000+0000	0.173293395802	2018-02-05	7	1600.3018634623631
2018-02-05T07:15:00.000+0000	1.97161288757	2018-02-05	7	1585.7094836590334
2018-02-05T07:16:00.000+0000	7.67195798005	2018-02-05	7	1563.1409785776832
2018-02-05T07:17:00.000+0000	0.0	2018-02-05	7	1531.661508643283
2018-02-05T07:18:00.000+0000	5.19590632782	2018-02-05	7	1533.911793858283
2018-02-05T07:19:00.000+0000	0.0	2018-02-05	7	1501.0650538657833
2018-02-05T07:20:00.000+0000	31.9092052302	2018-02-05	7	1515.6633418975832
2018-02-05T07:21:00.000+0000	2.99351802563	2018-02-05	7	1518.6568599232132
2018-02-05T07:22:00.000+0000	5.88274537855	2018-02-05	7	1509.8843261940635
2018-02-05T07:23:00.000+0000	17.4736497678	2018-02-05	7	1523.1200896336034
2018-02-05T07:24:00.000+0000	2.49548686871	2018-02-05	7	1525.6155765023134
2018-02-05T07:25:00.000+0000	4.89292875958	2018-02-05	7	1526.2541373946833
2018-02-05T07:26:00.000+0000	5.71369695075	2018-02-05	7	1526.8065474209234
2018-02-05T07:27:00.000+0000	1.9332968929	2018-02-05	7	1523.5823452510433
2018-02-05T07:28:00.000+0000	27.4592116303	2018-02-05	7	1531.3647702840435
2018-02-05T07:29:00.000+0000	44.4416807522	2018-02-05	7	1563.2009744560435
2018-02-05T07:30:00.000+0000	46.2946480874	2018-02-05	7	1607.5952105500533
2018-02-05T07:31:00.000+0000	0.0	2018-02-05	7	1599.9894939508736
2018-02-05T07:32:00.000+0000	51.7870578297	2018-02-05	7	1649.7734907554234
2018-02-05T07:33:00.000+0000	3.77393244587	2018-02-05	7	1653.0217657169178
2018-02-05T07:34:00.000+0000	26.0198902811	2018-02-05	7	1679.0416559980179
2018-02-05T07:35:00.000+0000	15.3766586161	2018-02-05	7	1676.7525447266178
2018-02-05T07:36:00.000+0000	9.57304422021	2018-02-05	7	1673.2068367079278
2018-02-05T07:37:00.000+0000	23.6343755451	2018-02-05	7	1687.9163954784078
2018-02-05T07:38:00.000+0000	10.418096306	2018-02-05	7	1683.9785659203076
2018-02-05T07:39:00.000+0000	15.8123528941	2018-02-05	7	1699.7909188144076
2018-02-05T07:40:00.000+0000	9.78248548302	2018-02-05	7	1706.886836121908
2018-02-05T07:41:00.000+0000	9.80147836764	2018-02-05	7	1713.3681613663075
2018-02-05T07:42:00.000+0000	15.0921692296	2018-02-05	7	1716.2335326304076
2018-02-05T07:43:00.000+0000	1.02807754809	2018-02-05	7	1702.4793867466976
2018-02-05T07:44:00.000+0000	50.7314228083	2018-02-05	7	1751.8655318404474
2018-02-05T07:45:00.000+0000	14.9300812317	2018-02-05	7	1763.2520802268273
2018-02-05T07:46:00.000+0000	0.0	2018-02-05	7	1753.6108162772075
2018-02-05T07:47:00.000+0000	13.2136944465	2018-02-05	7	1731.4531184404077
2018-02-05T07:48:00.000+0000	26.0465709596	2018-02-05	7	1755.8958182833176
2018-02-05T07:49:00.000+0000	32.967032848	2018-02-05	7	1786.0426069230778
2018-02-05T07:50:00.000+0000	29.5357849099	2018-02-05	7	1812.6116820699679
2018-02-05T07:51:00.000+0000	34.525784368	2018-02-05	7	1847.1374664379678
2018-02-05T07:52:00.000+0000	5.1429825123	2018-02-05	7	1843.9883289575178
2018-02-05T07:53:00.000+0000	1.13068350555	2018-02-05	7	1826.6422775285675
2018-02-05T07:54:00.000+0000	15.6855547606	2018-02-05	7	1838.9723811884776
2018-02-05T07:55:00.000+0000	6.51263530661	2018-02-05	7	1830.8487488704877
2018-02-05T07:56:00.000+0000	12.5009299155	2018-02-05	7	1843.3496787859876
2018-02-05T07:57:00.000+0000	28.1995505443	2018-02-05	7	1849.7403530765878
2018-02-05T07:58:00.000+0000	5.20899066289	2018-02-05	7	1845.7656703963878
2018-02-05T07:59:00.000+0000	9.67349337504	2018-02-05	7	1836.1039074324274
2018-02-05T08:00:00.000+0000	29.9202146665	2018-02-05	8	1848.3844872147274
2018-02-05T08:01:00.000+0000	11.6811635532	2018-02-05	8	1853.3327493264974
2018-02-05T08:02:00.000+0000	43.6514792802	2018-02-05	8	1876.0961989510974
2018-02-05T08:03:00.000+0000	22.5074657454	2018-02-05	8	1873.2291287919973
2018-02-05T08:04:00.000+0000	0.0	2018-02-05	8	1854.7764920612974
2018-02-05T08:05:00.000+0000	29.6813578929	2018-02-05	8	1884.4578499541974
2018-02-05T08:06:00.000+0000	27.0749502485	2018-02-05	8	1878.6821284034975
2018-02-05T08:07:00.000+0000	4.56703307385	2018-02-05	8	1881.0545662302375
2018-02-05T08:08:00.000+0000	14.9630409033	2018-02-05	8	1882.7701131915378
2018-02-05T08:09:00.000+0000	21.4126630107	2018-02-05	8	1893.6811063687378
2018-02-05T08:10:00.000+0000	6.97182158099	2018-02-05	8	1892.9258078790679
2018-02-05T08:11:00.000+0000	15.0642871906	2018-02-05	8	1861.9917374385677
2018-02-05T08:12:00.000+0000	0.0	2018-02-05	8	1861.7386141699328
2018-02-05T08:13:00.000+0000	11.8768591587	2018-02-05	8	1871.113971053273
2018-02-05T08:14:00.000+0000	30.9780626107	2018-02-05	8	1899.459711553843
2018-02-05T08:15:00.000+0000	5.91362282019	2018-02-05	8	1904.4871076067009
2018-02-05T08:16:00.000+0000	32.835004382	2018-02-05	8	1937.322111988701
2018-02-05T08:17:00.000+0000	32.0452156336	2018-02-05	8	1966.3825617407008
2018-02-05T08:18:00.000+0000	7.99757317992	2018-02-05	8	1940.3989727007208
2018-02-05T08:19:00.000+0000	1.42838739433	2018-02-05	8	1937.8939653695609
2018-02-05T08:20:00.000+0000	13.6771648344	2018-02-05	8	1931.2244016808609
2018-02-05T08:21:00.000+0000	15.7891288462	2018-02-05	8	1920.3381154049607
2018-02-05T08:22:00.000+0000	8.25648076601	2018-02-05	8	1904.7442381706708
2018-02-05T08:23:00.000+0000	0.0	2018-02-05	8	1896.1267406396207
2018-02-05T08:24:00.000+0000	48.616349286	2018-02-05	8	1909.5860269915208
2018-02-05T08:25:00.000+0000	6.89041837472	2018-02-05	8	1911.3199765660008
2018-02-05T08:26:00.000+0000	4.73744767278	2018-02-05	8	1906.3103280011007
2018-02-05T08:27:00.000+0000	30.9460407473	2018-02-05	8	1920.6201073355005
2018-02-05T08:28:00.000+0000	65.9312442908	2018-02-05	8	1979.0921146478004
2018-02-05T08:29:00.000+0000	0.272731555278	2018-02-05	8	1972.8378662437783
2018-02-05T08:30:00.000+0000	3.82327648146	2018-02-05	8	1969.8374227089782
2018-02-05T08:31:00.000+0000	10.198066806	2018-02-05	8	1948.7557345227783
2018-02-05T08:32:00.000+0000	8.42175736096	2018-02-05	8	1924.3957433382384
2018-02-05T08:33:00.000+0000	9.84590487659	2018-02-05	8	1930.4710989613084
2018-02-05T08:34:00.000+0000	0.0	2018-02-05	8	1911.3820857543083
2018-02-05T08:35:00.000+0000	3.84178751544	2018-02-05	8	1896.0471576122484
2018-02-05T08:36:00.000+0000	21.9656419013	2018-02-05	8	1906.780901889748
2018-02-05T08:37:00.000+0000	22.9043015555	2018-02-05	8	1924.208565701808
2018-02-05T08:38:00.000+0000	43.9551263143	2018-02-05	8	1968.1636920161081
2018-02-05T08:39:00.000+0000	0.0	2018-02-05	8	1934.3798469028084
2018-02-05T08:40:00.000+0000	0.0	2018-02-05	8	1915.2324861299082
2018-02-05T08:41:00.000+0000	0.0	2018-02-05	8	1910.9337637259682
2018-02-05T08:42:00.000+0000	20.3822830542	2018-02-05	8	1924.6736933125783
2018-02-05T08:43:00.000+0000	23.1928354444	2018-02-05	8	1935.9521016348783
2018-02-05T08:44:00.000+0000	0.0	2018-02-05	8	1935.9521016348783
2018-02-05T08:45:00.000+0000	15.969099109	2018-02-05	8	1927.8222191123782
2018-02-05T08:46:00.000+0000	32.9561639941	2018-02-05	8	1949.7900092599782
2018-02-05T08:47:00.000+0000	0.775975107635	2018-02-05	8	1903.6872312583132
2018-02-05T08:48:00.000+0000	14.8100747259	2018-02-05	8	1905.6243349569131
2018-02-05T08:49:00.000+0000	11.4424043462	2018-02-05	8	1913.280492600513
2018-02-05T08:50:00.000+0000	36.579027803	2018-02-05	8	1907.992795161713
2018-02-05T08:51:00.000+0000	12.0718302525	2018-02-05	8	1897.634444559613
2018-02-05T08:52:00.000+0000	29.5038546705	2018-02-05	8	1927.138299230113
2018-02-05T08:53:00.000+0000	18.2638111505	2018-02-05	8	1924.6272117816131
2018-02-05T08:54:00.000+0000	0.0	2018-02-05	8	1906.084557651013
2018-02-05T08:55:00.000+0000	0.0	2018-02-05	8	1898.864510997143
2018-02-05T08:56:00.000+0000	3.24775882245	2018-02-05	8	1881.785366405793
2018-02-05T08:57:00.000+0000	8.57839283676	2018-02-05	8	1881.214019838493
2018-02-05T08:58:00.000+0000	28.7760628437	2018-02-05	8	1889.726798983393
2018-02-05T08:59:00.000+0000	7.45476300247	2018-02-05	8	1881.620233039663
2018-02-05T09:00:00.000+0000	59.7789324637	2018-02-05	9	1919.355026834463
2018-02-05T09:01:00.000+0000	50.669911186	2018-02-05	9	1958.338648133963
2018-02-05T09:02:00.000+0000	7.19058422076	2018-02-05	9	1960.751201084083
2018-02-05T09:03:00.000+0000	39.9754526797	2018-02-05	9	1940.2908025620832
2018-02-05T09:04:00.000+0000	0.713844128852	2018-02-05	9	1939.8121331528353
2018-02-05T09:05:00.000+0000	23.3354538279	2018-02-05	9	1949.1640495119352
2018-02-05T09:06:00.000+0000	42.0182032357	2018-02-05	9	1990.399919294527
2018-02-05T09:07:00.000+0000	62.0100203003	2018-02-05	9	2032.9038907541271
2018-02-05T09:08:00.000+0000	30.4991030578	2018-02-05	9	2034.5346604912272
2018-02-05T09:09:00.000+0000	55.8101977086	2018-02-05	9	2062.113855098927
2018-02-05T09:10:00.000+0000	0.0	2018-02-05	9	2040.8964832365273
2018-02-05T09:11:00.000+0000	3.36912434779	2018-02-05	9	2042.5251223452271
2018-02-05T09:12:00.000+0000	31.5068931409	2018-02-05	9	2057.2221773132273
2018-02-05T09:13:00.000+0000	1.68040826823	2018-02-05	9	2057.405460527147
2018-02-05T09:14:00.000+0000	26.9230832128	2018-02-05	9	2054.736270309547
2018-02-05T09:15:00.000+0000	0.0	2018-02-05	9	2054.562976913745
2018-02-05T09:16:00.000+0000	8.28743835127	2018-02-05	9	2060.878802377445
2018-02-05T09:17:00.000+0000	0.0	2018-02-05	9	2053.2068443973953
2018-02-05T09:18:00.000+0000	8.23239610482	2018-02-05	9	2061.4392405022154
2018-02-05T09:19:00.000+0000	12.134181839	2018-02-05	9	2068.3775160133955
2018-02-05T09:20:00.000+0000	42.1976204914	2018-02-05	9	2110.5751365047954
2018-02-05T09:21:00.000+0000	48.3424816923	2018-02-05	9	2127.008412966896
2018-02-05T09:22:00.000+0000	4.54641325949	2018-02-05	9	2128.561308200755
2018-02-05T09:23:00.000+0000	14.5627083669	2018-02-05	9	2137.241271189105
2018-02-05T09:24:00.000+0000	48.0571750003	2018-02-05	9	2167.824796421605
2018-02-05T09:25:00.000+0000	48.1768583887	2018-02-05	9	2213.506167941595
2018-02-05T09:26:00.000+0000	10.9722366613	2018-02-05	9	2219.5854758433147
2018-02-05T09:27:00.000+0000	5.7680216965	2018-02-05	9	2219.639800589065
2018-02-05T09:28:00.000+0000	17.8179641663	2018-02-05	9	2235.5244678624654
2018-02-05T09:29:00.000+0000	27.2969659642	2018-02-05	9	2235.362222196365
2018-02-05T09:30:00.000+0000	0.0	2018-02-05	9	2190.920541444165
2018-02-05T09:31:00.000+0000	9.46743960718	2018-02-05	9	2154.093332963945
2018-02-05T09:32:00.000+0000	16.4273424762	2018-02-05	9	2170.520675440145
2018-02-05T09:33:00.000+0000	5.61420721879	2018-02-05	9	2124.347824829235
2018-02-05T09:34:00.000+0000	0.0	2018-02-05	9	2120.573892383365
2018-02-05T09:35:00.000+0000	43.6574750504	2018-02-05	9	2138.2114771526653
2018-02-05T09:36:00.000+0000	22.5738290157	2018-02-05	9	2145.4086475522654
2018-02-05T09:37:00.000+0000	65.8948486528	2018-02-05	9	2201.7304519848553
2018-02-05T09:38:00.000+0000	2.32840286899	2018-02-05	9	2180.4244793087455
2018-02-05T09:39:00.000+0000	22.4166297326	2018-02-05	9	2192.4230127353453
2018-02-05T09:40:00.000+0000	12.2452142135	2018-02-05	9	2188.855874054745
2018-02-05T09:41:00.000+0000	2.33600078756	2018-02-05	9	2181.4093893592853
2018-02-05T09:42:00.000+0000	3.90981538456	2018-02-05	9	2175.517726376205
2018-02-05T09:43:00.000+0000	46.4154878759	2018-02-05	9	2206.841045022505
2018-02-05T09:44:00.000+0000	14.2962347171	2018-02-05	9	2220.109202191515
2018-02-05T09:45:00.000+0000	13.1135948352	2018-02-05	9	2182.491374218415
2018-02-05T09:46:00.000+0000	75.5224907773	2018-02-05	9	2243.0837837640147
2018-02-05T09:47:00.000+0000	0.0	2018-02-05	9	2243.0837837640147
2018-02-05T09:48:00.000+0000	7.26781618693	2018-02-05	9	2237.1379055044445
2018-02-05T09:49:00.000+0000	19.1093297646	2018-02-05	9	2230.2006643094446
2018-02-05T09:50:00.000+0000	14.3001118285	2018-02-05	9	2211.5337432899455
2018-02-05T09:51:00.000+0000	0.0	2018-02-05	9	2181.997958380045
2018-02-05T09:52:00.000+0000	45.2119820932	2018-02-05	9	2192.684156105245
2018-02-05T09:53:00.000+0000	28.8696842198	2018-02-05	9	2216.4108578127457
2018-02-05T09:54:00.000+0000	13.8634250193	2018-02-05	9	2229.1435993264954
2018-02-05T09:55:00.000+0000	1.86214310148	2018-02-05	9	2215.320187667375
2018-02-05T09:56:00.000+0000	37.9749068083	2018-02-05	9	2246.7824591690655
2018-02-05T09:57:00.000+0000	7.41723896214	2018-02-05	9	2241.6987682157055
2018-02-05T09:58:00.000+0000	52.7019495636	2018-02-05	9	2266.201167235006
2018-02-05T09:59:00.000+0000	12.9996210029	2018-02-05	9	2273.991797575016
2018-02-05T10:00:00.000+0000	17.4802897789	2018-02-05	10	2281.7985939788755
2018-02-05T10:01:00.000+0000	2.02491035053	2018-02-05	10	2253.9032896629055
2018-02-05T10:02:00.000+0000	1.05105301574	2018-02-05	10	2243.2731791254455
2018-02-05T10:03:00.000+0000	4.04712714411	2018-02-05	10	2203.6688269893552
2018-02-05T10:04:00.000+0000	21.5765908916	2018-02-05	10	2202.7379521355556
2018-02-05T10:05:00.000+0000	18.4273184306	2018-02-05	10	2221.1652705661554
2018-02-05T10:06:00.000+0000	46.6640730486	2018-02-05	10	2238.147985721855
2018-02-05T10:07:00.000+0000	0.748848397785	2018-02-05	10	2211.8218838711396
2018-02-05T10:08:00.000+0000	29.0688579076	2018-02-05	10	2236.3237087048897
2018-02-05T10:09:00.000+0000	18.8296578669	2018-02-05	10	2240.19032566849
2018-02-05T10:10:00.000+0000	12.207956743	2018-02-05	10	2230.9856194007903
2018-02-05T10:11:00.000+0000	0.0	2018-02-05	10	2224.0137978198004
2018-02-05T10:12:00.000+0000	53.3320380448	2018-02-05	10	2262.281548674
2018-02-05T10:13:00.000+0000	10.8270263503	2018-02-05	10	2273.1085750243
2018-02-05T10:14:00.000+0000	0.579341682726	2018-02-05	10	2261.8110575483265
2018-02-05T10:15:00.000+0000	2.66845950025	2018-02-05	10	2233.5014544378764
2018-02-05T10:16:00.000+0000	0.251702718352	2018-02-05	10	2227.8395343360385
2018-02-05T10:17:00.000+0000	0.0	2018-02-05	10	2195.0045299540384
2018-02-05T10:18:00.000+0000	1.48538378593	2018-02-05	10	2164.4446981063684
2018-02-05T10:19:00.000+0000	6.47920190301	2018-02-05	10	2162.9263268294585
2018-02-05T10:20:00.000+0000	2.79664471364	2018-02-05	10	2164.2945841487685
2018-02-05T10:21:00.000+0000	5.40697405894	2018-02-05	10	2156.0243933733077
2018-02-05T10:22:00.000+0000	20.8396303538	2018-02-05	10	2161.0748948809082
2018-02-05T10:23:00.000+0000	0.0	2018-02-05	10	2152.818414114898
2018-02-05T10:24:00.000+0000	1.58120015368	2018-02-05	10	2154.3996142685783
2018-02-05T10:25:00.000+0000	38.370399056	2018-02-05	10	2144.1536640385784
2018-02-05T10:26:00.000+0000	6.27561139048	2018-02-05	10	2143.5388570543387
2018-02-05T10:27:00.000+0000	20.7462571675	2018-02-05	10	2159.5476665490587
2018-02-05T10:28:00.000+0000	10.4144192137	2018-02-05	10	2139.016045015459
2018-02-05T10:29:00.000+0000	41.3866580559	2018-02-05	10	2114.4714587805584
2018-02-05T10:30:00.000+0000	80.1375761914	2018-02-05	10	2194.3363034166805
2018-02-05T10:31:00.000+0000	37.8546791684	2018-02-05	10	2228.36770610362
2018-02-05T10:32:00.000+0000	17.3232045599	2018-02-05	10	2235.4928438575203
2018-02-05T10:33:00.000+0000	29.8667110319	2018-02-05	10	2256.9377975284606
2018-02-05T10:34:00.000+0000	6.41773763094	2018-02-05	10	2253.5096302828106
2018-02-05T10:35:00.000+0000	14.021037017	2018-02-05	10	2267.5306672998104
2018-02-05T10:36:00.000+0000	19.0165511459	2018-02-05	10	2282.7054309302703
2018-02-05T10:37:00.000+0000	3.37999348227	2018-02-05	10	2264.11978251124
2018-02-05T10:38:00.000+0000	79.1390982596	2018-02-05	10	2320.35457921534
2018-02-05T10:39:00.000+0000	2.68401980446	2018-02-05	10	2279.0834727055003
2018-02-05T10:40:00.000+0000	9.90047577136	2018-02-05	10	2288.9839484768604
2018-02-05T10:41:00.000+0000	4.66915840696	2018-02-05	10	2293.6531068838203
2018-02-05T10:42:00.000+0000	15.4492509966	2018-02-05	10	2309.10235788042
2018-02-05T10:43:00.000+0000	4.53284899456	2018-02-05	10	2293.2529238207803
2018-02-05T10:44:00.000+0000	47.9508709261	2018-02-05	10	2318.0109593024804
2018-02-05T10:45:00.000+0000	36.662316506	2018-02-05	10	2354.6732758084804
2018-02-05T10:46:00.000+0000	4.20716722749	2018-02-05	10	2342.9113439269704
2018-02-05T10:47:00.000+0000	14.1433072682	2018-02-05	10	2324.09848720107
2018-02-05T10:48:00.000+0000	14.6575854096	2018-02-05	10	2337.980097503035
2018-02-05T10:49:00.000+0000	21.5568728753	2018-02-05	10	2344.726895652435
2018-02-05T10:50:00.000+0000	52.9934615675	2018-02-05	10	2386.2779528737356
2018-02-05T10:51:00.000+0000	35.8905159785	2018-02-05	10	2385.5894410492356
2018-02-05T10:52:00.000+0000	26.4750125838	2018-02-05	10	2399.9926233805354
2018-02-05T10:53:00.000+0000	0.0	2018-02-05	10	2370.4887687100354
2018-02-05T10:54:00.000+0000	0.0	2018-02-05	10	2352.2249575595356
2018-02-05T10:55:00.000+0000	0.0	2018-02-05	10	2352.2249575595356
2018-02-05T10:56:00.000+0000	29.8024641869	2018-02-05	10	2382.0274217464357
2018-02-05T10:57:00.000+0000	56.4726614733	2018-02-05	10	2435.2523243972855
2018-02-05T10:58:00.000+0000	8.2819766645	2018-02-05	10	2434.9559082250253
2018-02-05T10:59:00.000+0000	0.0	2018-02-05	10	2406.179845381325
2018-02-05T11:00:00.000+0000	21.8378018567	2018-02-05	11	2420.562884235555
2018-02-05T11:01:00.000+0000	0.127205480094	2018-02-05	11	2360.9111572519487
2018-02-05T11:02:00.000+0000	20.3236092619	2018-02-05	11	2330.564855327849
2018-02-05T11:03:00.000+0000	26.6035430803	2018-02-05	11	2349.977814187389
2018-02-05T11:04:00.000+0000	27.0585121603	2018-02-05	11	2337.0608736679887
2018-02-05T11:05:00.000+0000	0.0	2018-02-05	11	2336.3470295391367
2018-02-05T11:06:00.000+0000	95.7719604629	2018-02-05	11	2408.7835361741368
2018-02-05T11:07:00.000+0000	20.5608891692	2018-02-05	11	2387.3262221076366
2018-02-05T11:08:00.000+0000	46.0477612148	2018-02-05	11	2371.363963022137
2018-02-05T11:09:00.000+0000	36.9848997645	2018-02-05	11	2377.8497597288365
2018-02-05T11:10:00.000+0000	1.13943083828	2018-02-05	11	2323.1789928585167
2018-02-05T11:11:00.000+0000	13.1228360071	2018-02-05	11	2336.3018288656167
2018-02-05T11:12:00.000+0000	30.6147045228	2018-02-05	11	2363.547409040627
2018-02-05T11:13:00.000+0000	10.8541703074	2018-02-05	11	2342.894686207127
2018-02-05T11:14:00.000+0000	0.474052997229	2018-02-05	11	2341.6883309361265
2018-02-05T11:15:00.000+0000	42.9524140624	2018-02-05	11	2357.7176617857262
2018-02-05T11:16:00.000+0000	12.7486500529	2018-02-05	11	2370.466311838626
2018-02-05T11:17:00.000+0000	23.5972606603	2018-02-05	11	2385.776134147656
2018-02-05T11:18:00.000+0000	11.7964805351	2018-02-05	11	2397.572614682756
2018-02-05T11:19:00.000+0000	28.692663266	2018-02-05	11	2418.0328818439357
2018-02-05T11:20:00.000+0000	0.0	2018-02-05	11	2405.898700004936
2018-02-05T11:21:00.000+0000	18.20135754	2018-02-05	11	2381.902437053536
2018-02-05T11:22:00.000+0000	23.2947578634	2018-02-05	11	2356.854713224636
2018-02-05T11:23:00.000+0000	34.5225628409	2018-02-05	11	2386.830862806046
2018-02-05T11:24:00.000+0000	56.0971793756	2018-02-05	11	2428.3653338147456
2018-02-05T11:25:00.000+0000	69.2489404989	2018-02-05	11	2449.5570993133456
2018-02-05T11:26:00.000+0000	31.8969157193	2018-02-05	11	2433.2771566439455
2018-02-05T11:27:00.000+0000	31.3543681502	2018-02-05	11	2453.6592881328456
2018-02-05T11:28:00.000+0000	23.9969286298	2018-02-05	11	2471.8881950661457
2018-02-05T11:29:00.000+0000	16.68361418	2018-02-05	11	2470.753845079845
2018-02-05T11:30:00.000+0000	20.6489866673	2018-02-05	11	2464.105865782945
2018-02-05T11:31:00.000+0000	3.310557494	2018-02-05	11	2467.416423276945
2018-02-05T11:32:00.000+0000	11.8045590352	2018-02-05	11	2469.753542704965
2018-02-05T11:33:00.000+0000	7.71485389279	2018-02-05	11	2461.041054121555
2018-02-05T11:34:00.000+0000	45.6496746881	2018-02-05	11	2501.076521590865
2018-02-05T11:35:00.000+0000	26.3598800246	2018-02-05	11	2527.436401615465
2018-02-05T11:36:00.000+0000	0.0	2018-02-05	11	2483.7789265650654
2018-02-05T11:37:00.000+0000	0.0	2018-02-05	11	2461.205097549365
2018-02-05T11:38:00.000+0000	37.0843989402	2018-02-05	11	2432.394647836765
2018-02-05T11:39:00.000+0000	9.12044138317	2018-02-05	11	2439.1866863509454
2018-02-05T11:40:00.000+0000	43.3462158692	2018-02-05	11	2460.1162724875458
2018-02-05T11:41:00.000+0000	0.0	2018-02-05	11	2447.871058274046
2018-02-05T11:42:00.000+0000	1.20360489802	2018-02-05	11	2446.7386623845055
2018-02-05T11:43:00.000+0000	20.9288192566	2018-02-05	11	2463.7576662565457
2018-02-05T11:44:00.000+0000	30.420071423	2018-02-05	11	2447.762249803646
2018-02-05T11:45:00.000+0000	15.8920472204	2018-02-05	11	2449.358062306946
2018-02-05T11:46:00.000+0000	17.0253071205	2018-02-05	11	2453.269774592246
2018-02-05T11:47:00.000+0000	19.080603321	2018-02-05	11	2396.827887135946
2018-02-05T11:48:00.000+0000	82.2169265362	2018-02-05	11	2479.044813672146
2018-02-05T11:49:00.000+0000	43.7803723905	2018-02-05	11	2515.5573698757157
2018-02-05T11:50:00.000+0000	0.57994739133	2018-02-05	11	2497.0279875024457
2018-02-05T11:51:00.000+0000	18.7175556269	2018-02-05	11	2501.445431300846
2018-02-05T11:52:00.000+0000	77.1458236297	2018-02-05	11	2578.591254930546
2018-02-05T11:53:00.000+0000	26.7089709518	2018-02-05	11	2560.088243789146
2018-02-05T11:54:00.000+0000	19.5909887089	2018-02-05	11	2550.809548278246
2018-02-05T11:55:00.000+0000	42.4097931491	2018-02-05	11	2579.3559164080466
2018-02-05T11:56:00.000+0000	7.16772630673	2018-02-05	11	2584.6614996132967
2018-02-05T11:57:00.000+0000	20.0153891692	2018-02-05	11	2566.7019819741963
2018-02-05T11:58:00.000+0000	74.7837979851	2018-02-05	11	2634.068540997156
2018-02-05T11:59:00.000+0000	45.2390487037	2018-02-05	11	2626.605640137256
2018-02-05T12:00:00.000+0000	32.7877084498	2018-02-05	12	2646.393727584156
2018-02-05T12:01:00.000+0000	74.7048561177	2018-02-05	12	2703.618293922956
2018-02-05T12:02:00.000+0000	30.1885613258	2018-02-05	12	2731.7819448982264
2018-02-05T12:03:00.000+0000	34.0058068565	2018-02-05	12	2764.7366987389864
2018-02-05T12:04:00.000+0000	11.3918299806	2018-02-05	12	2772.0814015754763
2018-02-05T12:05:00.000+0000	0.0	2018-02-05	12	2750.5048106838763
2018-02-05T12:06:00.000+0000	5.48407462716	2018-02-05	12	2737.5615668804367
2018-02-05T12:07:00.000+0000	9.82836476963	2018-02-05	12	2700.725858601466
2018-02-05T12:08:00.000+0000	29.885970944	2018-02-05	12	2729.8629811476803
2018-02-05T12:09:00.000+0000	3.10925376426	2018-02-05	12	2703.90337700434
2018-02-05T12:10:00.000+0000	67.5087410006	2018-02-05	12	2752.5824601380405
2018-02-05T12:11:00.000+0000	10.2777440457	2018-02-05	12	2750.65224744074
2018-02-05T12:12:00.000+0000	7.44396968683	2018-02-05	12	2758.09621712757
2018-02-05T12:13:00.000+0000	63.5395188586	2018-02-05	12	2768.3036979413696
2018-02-05T12:14:00.000+0000	76.1318045403	2018-02-05	12	2833.60847613137
2018-02-05T12:15:00.000+0000	14.8505628334	2018-02-05	12	2847.879697282044
2018-02-05T12:16:00.000+0000	48.4287548291	2018-02-05	12	2893.6399926108943
2018-02-05T12:17:00.000+0000	8.16254677198	2018-02-05	12	2901.550836664522
2018-02-05T12:18:00.000+0000	8.61843468903	2018-02-05	12	2910.169271353552
2018-02-05T12:19:00.000+0000	0.0	2018-02-05	12	2908.683887567622
2018-02-05T12:20:00.000+0000	65.657903916	2018-02-05	12	2967.862589580612
2018-02-05T12:21:00.000+0000	2.35367660546	2018-02-05	12	2967.4196214724325
2018-02-05T12:22:00.000+0000	5.97241241958	2018-02-05	12	2967.9850598330722
2018-02-05T12:23:00.000+0000	8.81752809257	2018-02-05	12	2955.962957571842
2018-02-05T12:24:00.000+0000	62.2998796977	2018-02-05	12	3018.2628372695417
2018-02-05T12:25:00.000+0000	35.0786631318	2018-02-05	12	3051.760300247662
2018-02-05T12:26:00.000+0000	9.69775903674	2018-02-05	12	3023.0876602284025
2018-02-05T12:27:00.000+0000	84.6955274804	2018-02-05	12	3101.5075763183218
2018-02-05T12:28:00.000+0000	6.45828038273	2018-02-05	12	3087.2195995335533
2018-02-05T12:29:00.000+0000	0.0	2018-02-05	12	3076.805180319853
2018-02-05T12:30:00.000+0000	56.0082843547	2018-02-05	12	3091.426806618653
2018-02-05T12:31:00.000+0000	9.19270545734	2018-02-05	12	3020.481935884592
2018-02-05T12:32:00.000+0000	30.1823352067	2018-02-05	12	3012.8095919228927
2018-02-05T12:33:00.000+0000	0.538159075366	2018-02-05	12	2996.024546438358
2018-02-05T12:34:00.000+0000	11.9893814591	2018-02-05	12	2978.1472168655578
2018-02-05T12:35:00.000+0000	96.7250870748	2018-02-05	12	3068.4545663094177
2018-02-05T12:36:00.000+0000	1.90323249738	2018-02-05	12	3056.336761789798
2018-02-05T12:37:00.000+0000	23.0846696017	2018-02-05	12	3060.404880245598
2018-02-05T12:38:00.000+0000	0.0	2018-02-05	12	3057.024886763328
2018-02-05T12:39:00.000+0000	35.4193481878	2018-02-05	12	3013.305136691529
2018-02-05T12:40:00.000+0000	61.5961211828	2018-02-05	12	3072.2172380698685
2018-02-05T12:41:00.000+0000	16.9848865684	2018-02-05	12	3079.301648866908
2018-02-05T12:42:00.000+0000	19.742946161	2018-02-05	12	3094.3754366209478
2018-02-05T12:43:00.000+0000	45.3612330857	2018-02-05	12	3124.2874187100483
2018-02-05T12:44:00.000+0000	3.00150343278	2018-02-05	12	3122.7560731482686
2018-02-05T12:45:00.000+0000	64.2961328464	2018-02-05	12	3139.1013350685685
2018-02-05T12:46:00.000+0000	40.5566232632	2018-02-05	12	3142.9956418257684
2018-02-05T12:47:00.000+0000	31.6838542571	2018-02-05	12	3170.4723288553787
2018-02-05T12:48:00.000+0000	17.2324279283	2018-02-05	12	3173.561449515478
2018-02-05T12:49:00.000+0000	38.1353304731	2018-02-05	12	3197.0391945789784
2018-02-05T12:50:00.000+0000	17.1464857373	2018-02-05	12	3192.6288074409786
2018-02-05T12:51:00.000+0000	23.913033855	2018-02-05	12	3163.5483797284783
2018-02-05T12:52:00.000+0000	91.0776645595	2018-02-05	12	3218.7355283094785
2018-02-05T12:53:00.000+0000	13.7567058776	2018-02-05	12	3206.0172216032784
2018-02-05T12:54:00.000+0000	43.0539359989	2018-02-05	12	3249.0711576021786
2018-02-05T12:55:00.000+0000	57.7698702537	2018-02-05	12	3306.8410278558786
2018-02-05T12:56:00.000+0000	16.8697708905	2018-02-05	12	3323.7107987463787
2018-02-05T12:57:00.000+0000	61.9409214865	2018-02-05	12	3355.849256045979
2018-02-05T12:58:00.000+0000	18.51148349	2018-02-05	12	3317.888078062679
2018-02-05T12:59:00.000+0000	11.5347253837	2018-02-05	12	3321.1408267818792
2018-02-05T13:00:00.000+0000	5.11361087575	2018-02-05	13	3326.2544376576293
2018-02-05T13:01:00.000+0000	18.0454886736	2018-02-05	13	3322.4621244745294
2018-02-05T13:02:00.000+0000	31.2563651897	2018-02-05	13	3353.5912841841346
2018-02-05T13:03:00.000+0000	3.32827238493	2018-02-05	13	3336.595947307165
2018-02-05T13:04:00.000+0000	72.8239779831	2018-02-05	13	3382.8163822099655
2018-02-05T13:05:00.000+0000	10.6757294653	2018-02-05	13	3366.4335995149654
2018-02-05T13:06:00.000+0000	36.8251482189	2018-02-05	13	3403.258747733865
2018-02-05T13:07:00.000+0000	11.4927578092	2018-02-05	13	3318.979545080165
2018-02-05T13:08:00.000+0000	0.0	2018-02-05	13	3298.418655910965
2018-02-05T13:09:00.000+0000	11.0463783888	2018-02-05	13	3263.4172730849646
2018-02-05T13:10:00.000+0000	49.1653899363	2018-02-05	13	3275.5977632567647
2018-02-05T13:11:00.000+0000	0.0	2018-02-05	13	3274.458332418485
2018-02-05T13:12:00.000+0000	59.5800400881	2018-02-05	13	3320.9155364994845
2018-02-05T13:13:00.000+0000	16.5404322021	2018-02-05	13	3306.841264178784
2018-02-05T13:14:00.000+0000	39.4428154939	2018-02-05	13	3335.429909365284
2018-02-05T13:15:00.000+0000	36.2548493299	2018-02-05	13	3371.210705697955
2018-02-05T13:16:00.000+0000	32.8325531415	2018-02-05	13	3361.0908447770553
2018-02-05T13:17:00.000+0000	6.85185304659	2018-02-05	13	3355.1940477707453
2018-02-05T13:18:00.000+0000	1.40964977209	2018-02-05	13	3333.0064368825347
2018-02-05T13:19:00.000+0000	1.38473543969	2018-02-05	13	3322.5946917871247
2018-02-05T13:20:00.000+0000	4.33314447092	2018-02-05	13	3298.2351729920447
2018-02-05T13:21:00.000+0000	73.524598424	2018-02-05	13	3371.7597714160447
2018-02-05T13:22:00.000+0000	64.2500752786	2018-02-05	13	3417.808489154645
2018-02-05T13:23:00.000+0000	32.1638754333	2018-02-05	13	3426.6776067245446
2018-02-05T13:24:00.000+0000	12.5777340624	2018-02-05	13	3404.7327779460443
2018-02-05T13:25:00.000+0000	28.4911475914	2018-02-05	13	3377.1267461618445
2018-02-05T13:26:00.000+0000	0.0	2018-02-05	13	3307.877805662945
2018-02-05T13:27:00.000+0000	0.0	2018-02-05	13	3275.9808899436453
2018-02-05T13:28:00.000+0000	15.56439967	2018-02-05	13	3260.190921463445
2018-02-05T13:29:00.000+0000	32.9864318904	2018-02-05	13	3269.180424724045
2018-02-05T13:30:00.000+0000	0.183988143606	2018-02-05	13	3252.680798687651
2018-02-05T13:31:00.000+0000	34.0276045861	2018-02-05	13	3266.0594166064516
2018-02-05T13:32:00.000+0000	10.5438428459	2018-02-05	13	3273.2927019583517
2018-02-05T13:33:00.000+0000	35.0651675841	2018-02-05	13	3296.5533105072514
2018-02-05T13:34:00.000+0000	4.4263219314	2018-02-05	13	3293.264778545861
2018-02-05T13:35:00.000+0000	21.5009902102	2018-02-05	13	3269.1160940679615
2018-02-05T13:36:00.000+0000	0.0	2018-02-05	13	3242.7562140433615
2018-02-05T13:37:00.000+0000	44.3711778331	2018-02-05	13	3287.1273918764614
2018-02-05T13:38:00.000+0000	8.61899575133	2018-02-05	13	3295.7463876277916
2018-02-05T13:39:00.000+0000	50.8022928058	2018-02-05	13	3309.4642814933914
2018-02-05T13:40:00.000+0000	48.9543959592	2018-02-05	13	3349.298236069422
2018-02-05T13:41:00.000+0000	64.1212861085	2018-02-05	13	3370.073306308722
2018-02-05T13:42:00.000+0000	18.1486438951	2018-02-05	13	3388.221950203822
2018-02-05T13:43:00.000+0000	6.36474019035	2018-02-05	13	3393.383085496152
2018-02-05T13:44:00.000+0000	0.0	2018-02-05	13	3372.454266239552
2018-02-05T13:45:00.000+0000	5.84871296237	2018-02-05	13	3347.882907778922
2018-02-05T13:46:00.000+0000	11.6943260365	2018-02-05	13	3343.685186595022
2018-02-05T13:47:00.000+0000	0.569097434029	2018-02-05	13	3327.228976908551
2018-02-05T13:48:00.000+0000	5.29880277652	2018-02-05	13	3313.4471763640713
2018-02-05T13:49:00.000+0000	45.215164844	2018-02-05	13	3276.445414671871
2018-02-05T13:50:00.000+0000	0.285687993391	2018-02-05	13	3232.950730274762
2018-02-05T13:51:00.000+0000	5.10549195034	2018-02-05	13	3237.4762748337716
2018-02-05T13:52:00.000+0000	27.3423374061	2018-02-05	13	3246.1010566129717
2018-02-05T13:53:00.000+0000	0.762670327023	2018-02-05	13	3169.717903310295
2018-02-05T13:54:00.000+0000	19.1216454383	2018-02-05	13	3162.130577796795
2018-02-05T13:55:00.000+0000	64.61100152	2018-02-05	13	3207.150590607895
2018-02-05T13:56:00.000+0000	5.8584940391	2018-02-05	13	3170.599291497895
2018-02-05T13:57:00.000+0000	22.0659481351	2018-02-05	13	3185.497513326265
2018-02-05T13:58:00.000+0000	15.6781480212	2018-02-05	13	3181.160272178265
2018-02-05T13:59:00.000+0000	0.0	2018-02-05	13	3106.376474193165
2018-02-05T14:00:00.000+0000	76.5119478535	2018-02-05	14	3137.6493733429647
2018-02-05T14:01:00.000+0000	0.0	2018-02-05	14	3104.8616648931647
2018-02-05T14:02:00.000+0000	49.6244673391	2018-02-05	14	3079.7812761145647
2018-02-05T14:03:00.000+0000	45.4563208943	2018-02-05	14	3095.049035683065
2018-02-05T14:04:00.000+0000	28.1736861736	2018-02-05	14	3089.2169150001655
2018-02-05T14:05:00.000+0000	17.8764833394	2018-02-05	14	3095.701568358965
2018-02-05T14:06:00.000+0000	12.0111615387	2018-02-05	14	3107.7127298976648
2018-02-05T14:07:00.000+0000	31.6994224042	2018-02-05	14	3133.928077674705
2018-02-05T14:08:00.000+0000	1.43652406327	2018-02-05	14	3125.536236968345
2018-02-05T14:09:00.000+0000	16.0658812557	2018-02-05	14	3111.716147280045
2018-02-05T14:10:00.000+0000	58.0724720278	2018-02-05	14	3166.679365543585
2018-02-05T14:11:00.000+0000	0.681292006704	2018-02-05	14	3099.8519165496896
2018-02-05T14:12:00.000+0000	13.401084312	2018-02-05	14	3102.9752568159893
2018-02-05T14:13:00.000+0000	20.7629230936	2018-02-05	14	3116.2942102227594
2018-02-05T14:14:00.000+0000	31.9210588477	2018-02-05	14	3084.6757502118594
2018-02-05T14:15:00.000+0000	25.7986977595	2018-02-05	14	3034.3426434310595
2018-02-05T14:16:00.000+0000	4.96096839438	2018-02-05	14	3024.4530489920394
2018-02-05T14:17:00.000+0000	6.76829953934	2018-02-05	14	2982.7925937022796
2018-02-05T14:18:00.000+0000	13.9764969839	2018-02-05	14	2988.6065439141994
2018-02-05T14:19:00.000+0000	13.1138280172	2018-02-05	14	2993.1019372423693
2018-02-05T14:20:00.000+0000	16.1356642331	2018-02-05	14	3009.2376014754695
2018-02-05T14:21:00.000+0000	2.12681353919	2018-02-05	14	2945.7065110986596
2018-02-05T14:22:00.000+0000	39.633631504	2018-02-05	14	2982.9864659971995
2018-02-05T14:23:00.000+0000	35.7547936332	2018-02-05	14	3012.7688472108193
2018-02-05T14:24:00.000+0000	32.0014692221	2018-02-05	14	3035.952788340349
2018-02-05T14:25:00.000+0000	6.03096880615	2018-02-05	14	2979.683877448799
2018-02-05T14:26:00.000+0000	16.6321270066	2018-02-05	14	2961.237341323599
2018-02-05T14:27:00.000+0000	6.29758048287	2018-02-05	14	2957.8371627697293
2018-02-05T14:28:00.000+0000	70.8782097164	2018-02-05	14	2944.0198450057287
2018-02-05T14:29:00.000+0000	3.13297493269	2018-02-05	14	2940.6945395556886
2018-02-05T14:30:00.000+0000	26.3027057137	2018-02-05	14	2966.9972452693887
2018-02-05T14:31:00.000+0000	27.0198795237	2018-02-05	14	2938.0088404383887
2018-02-05T14:32:00.000+0000	55.9408634744	2018-02-05	14	2984.756998455449
2018-02-05T14:33:00.000+0000	23.6591502665	2018-02-05	14	2978.2338135152486
2018-02-05T14:34:00.000+0000	0.0	2018-02-05	14	2977.6956544398827
2018-02-05T14:35:00.000+0000	25.1170336142	2018-02-05	14	2990.8233065949826
2018-02-05T14:36:00.000+0000	39.7103814722	2018-02-05	14	2933.8086009923827
2018-02-05T14:37:00.000+0000	3.1397762018	2018-02-05	14	2935.0451446968027
2018-02-05T14:38:00.000+0000	6.46943933053	2018-02-05	14	2918.4299144256324
2018-02-05T14:39:00.000+0000	72.2383328792	2018-02-05	14	2990.668247304832
2018-02-05T14:40:00.000+0000	8.96576212793	2018-02-05	14	2964.214661244962
2018-02-05T14:41:00.000+0000	55.585130539	2018-02-05	14	2958.203670601162
2018-02-05T14:42:00.000+0000	47.2601128131	2018-02-05	14	2988.478896845862
2018-02-05T14:43:00.000+0000	3.48791716847	2018-02-05	14	2972.223867853332
2018-02-05T14:44:00.000+0000	5.0789400063	2018-02-05	14	2931.941574773932
2018-02-05T14:45:00.000+0000	0.0	2018-02-05	14	2928.9400713411524
2018-02-05T14:46:00.000+0000	35.8613986122	2018-02-05	14	2900.505337106953
2018-02-05T14:47:00.000+0000	20.2596506386	2018-02-05	14	2880.208364482353
2018-02-05T14:48:00.000+0000	0.0	2018-02-05	14	2848.5245102252525
2018-02-05T14:49:00.000+0000	47.7654244771	2018-02-05	14	2879.057506774053
2018-02-05T14:50:00.000+0000	89.6898735124	2018-02-05	14	2930.6120498133528
2018-02-05T14:51:00.000+0000	0.0	2018-02-05	14	2913.4655640760525
2018-02-05T14:52:00.000+0000	79.2377643009	2018-02-05	14	2968.7902945219525
2018-02-05T14:53:00.000+0000	0.0	2018-02-05	14	2877.712629962453
2018-02-05T14:54:00.000+0000	68.0107637728	2018-02-05	14	2931.9666878576527
2018-02-05T14:55:00.000+0000	0.0	2018-02-05	14	2888.912751858753
2018-02-05T14:56:00.000+0000	27.0407882572	2018-02-05	14	2858.183669862253
2018-02-05T14:57:00.000+0000	76.2549010185	2018-02-05	14	2917.5687999902525
2018-02-05T14:58:00.000+0000	0.0	2018-02-05	14	2855.6278785037525
2018-02-05T14:59:00.000+0000	0.351249450561	2018-02-05	14	2837.4676444643137
2018-02-05T15:00:00.000+0000	3.56512519112	2018-02-05	15	2829.4980442717338
2018-02-05T15:01:00.000+0000	67.7749517747	2018-02-05	15	2892.159385170684
2018-02-05T15:02:00.000+0000	1.11789710116	2018-02-05	15	2875.231793598244
2018-02-05T15:03:00.000+0000	14.4843786092	2018-02-05	15	2858.459807017744
2018-02-05T15:04:00.000+0000	1.39275990679	2018-02-05	15	2856.524294539604
2018-02-05T15:05:00.000+0000	0.0	2018-02-05	15	2783.7003165565043
2018-02-05T15:06:00.000+0000	47.9540257017	2018-02-05	15	2820.9786127929046
2018-02-05T15:07:00.000+0000	1.74791735562	2018-02-05	15	2785.9013819296247
2018-02-05T15:08:00.000+0000	4.59475515939	2018-02-05	15	2779.0033792798145
2018-02-05T15:09:00.000+0000	33.8073007479	2018-02-05	15	2812.8106800277146
2018-02-05T15:10:00.000+0000	42.984094315	2018-02-05	15	2844.748395953915
2018-02-05T15:11:00.000+0000	21.6718660307	2018-02-05	15	2817.2548720483155
2018-02-05T15:12:00.000+0000	54.8115945149	2018-02-05	15	2872.0664665632157
2018-02-05T15:13:00.000+0000	5.89795392669	2018-02-05	15	2818.384380401805
2018-02-05T15:14:00.000+0000	25.7502139373	2018-02-05	15	2827.5941621370052
2018-02-05T15:15:00.000+0000	11.8863891507	2018-02-05	15	2800.0377357938055
2018-02-05T15:16:00.000+0000	17.1117707066	2018-02-05	15	2780.894657170505
2018-02-05T15:17:00.000+0000	0.0	2018-02-05	15	2748.0621040290052
2018-02-05T15:18:00.000+0000	8.53389090285	2018-02-05	15	2749.7441418852654
2018-02-05T15:19:00.000+0000	23.5555152022	2018-02-05	15	2771.890007315375
2018-02-05T15:20:00.000+0000	18.7007010288	2018-02-05	15	2789.205972904485
2018-02-05T15:21:00.000+0000	52.5971553953	2018-02-05	15	2837.4699838288648
2018-02-05T15:22:00.000+0000	0.0	2018-02-05	15	2763.9453854048647
2018-02-05T15:23:00.000+0000	27.8368858457	2018-02-05	15	2727.532195971965
2018-02-05T15:24:00.000+0000	18.779236758	2018-02-05	15	2714.147557296665
2018-02-05T15:25:00.000+0000	47.2938943212	2018-02-05	15	2748.8637175554645
2018-02-05T15:26:00.000+0000	42.629227294	2018-02-05	15	2763.001797258065
2018-02-05T15:27:00.000+0000	13.3840404958	2018-02-05	15	2776.385837753865
2018-02-05T15:28:00.000+0000	23.2916177329	2018-02-05	15	2799.6774554867648
2018-02-05T15:29:00.000+0000	18.185738669	2018-02-05	15	2802.2987944857646
2018-02-05T15:30:00.000+0000	21.4563463845	2018-02-05	15	2790.7687089798646
2018-02-05T15:31:00.000+0000	0.364980862763	2018-02-05	15	2790.9497016990213
2018-02-05T15:32:00.000+0000	28.5476002415	2018-02-05	15	2785.4696973544214
2018-02-05T15:33:00.000+0000	18.2296047091	2018-02-05	15	2793.1554592176212
2018-02-05T15:34:00.000+0000	8.71344646628	2018-02-05	15	2766.803738099801
2018-02-05T15:35:00.000+0000	5.16217042993	2018-02-05	15	2767.539586598331
2018-02-05T15:36:00.000+0000	27.8052715812	2018-02-05	15	2773.8438679693313
2018-02-05T15:37:00.000+0000	17.5763937797	2018-02-05	15	2791.4202617490314
2018-02-05T15:38:00.000+0000	32.9554214654	2018-02-05	15	2780.004505381331
2018-02-05T15:39:00.000+0000	6.89656995557	2018-02-05	15	2778.2820795855705
2018-02-05T15:40:00.000+0000	69.4536431117	2018-02-05	15	2796.933429891471
2018-02-05T15:41:00.000+0000	6.96490721168	2018-02-05	15	2754.94394114395
2018-02-05T15:42:00.000+0000	33.7419893257	2018-02-05	15	2724.56464436115
2018-02-05T15:43:00.000+0000	20.2344378906	2018-02-05	15	2726.65043835665
2018-02-05T15:44:00.000+0000	14.7726885809	2018-02-05	15	2735.0583867472
2018-02-05T15:45:00.000+0000	2.14849851888	2018-02-05	15	2737.20688526608
2018-02-05T15:46:00.000+0000	1.30534763612	2018-02-05	15	2732.66351993983
2018-02-05T15:47:00.000+0000	12.8474109432	2018-02-05	15	2733.8166048465296
2018-02-05T15:48:00.000+0000	6.37157087839	2018-02-05	15	2739.6190782908907
2018-02-05T15:49:00.000+0000	5.56875624837	2018-02-05	15	2739.88903176274
2018-02-05T15:50:00.000+0000	17.4643322473	2018-02-05	15	2712.13819916604
2018-02-05T15:51:00.000+0000	1.11876689836	2018-02-05	15	2712.971278071009
2018-02-05T15:52:00.000+0000	24.5842211907	2018-02-05	15	2732.450007311369
2018-02-05T15:53:00.000+0000	19.4585956566	2018-02-05	15	2724.5662655618694
2018-02-05T15:54:00.000+0000	0.0	2018-02-05	15	2723.8035952348464
2018-02-05T15:55:00.000+0000	11.7115901365	2018-02-05	15	2716.3935399330467
2018-02-05T15:56:00.000+0000	30.1361135427	2018-02-05	15	2681.918651955747
2018-02-05T15:57:00.000+0000	37.0590447064	2018-02-05	15	2713.1192026230474
2018-02-05T15:58:00.000+0000	16.0074048493	2018-02-05	15	2707.060659337247
2018-02-05T15:59:00.000+0000	1.0118291883	2018-02-05	15	2692.3943405043474
2018-02-05T16:00:00.000+0000	26.9770603724	2018-02-05	16	2719.3714008767474
2018-02-05T16:01:00.000+0000	2.59081026235	2018-02-05	16	2645.4502632855974
2018-02-05T16:02:00.000+0000	6.13931922624	2018-02-05	16	2651.5895825118373
2018-02-05T16:03:00.000+0000	9.64034286129	2018-02-05	16	2611.605458034027
2018-02-05T16:04:00.000+0000	49.5525341923	2018-02-05	16	2615.701671332027
2018-02-05T16:05:00.000+0000	0.0	2018-02-05	16	2587.5279851584273
2018-02-05T16:06:00.000+0000	59.7700688295	2018-02-05	16	2629.4215706485274
2018-02-05T16:07:00.000+0000	47.0010853412	2018-02-05	16	2664.411494451027
2018-02-05T16:08:00.000+0000	25.5644467284	2018-02-05	16	2658.2765187752275
2018-02-05T16:09:00.000+0000	2.64485440352	2018-02-05	16	2659.4848491154776
2018-02-05T16:10:00.000+0000	4.89047331979	2018-02-05	16	2648.309441179568
2018-02-05T16:11:00.000+0000	22.0591022025	2018-02-05	16	2612.2960713542675
2018-02-05T16:12:00.000+0000	25.2276792048	2018-02-05	16	2636.842458552364
2018-02-05T16:13:00.000+0000	0.0	2018-02-05	16	2623.441374240364
2018-02-05T16:14:00.000+0000	50.3180474488	2018-02-05	16	2652.996498595564
2018-02-05T16:15:00.000+0000	19.1059939949	2018-02-05	16	2640.181433742764
2018-02-05T16:16:00.000+0000	5.94894967753	2018-02-05	16	2620.3316856607935
2018-02-05T16:17:00.000+0000	8.70729758116	2018-02-05	16	2624.0780148475737
2018-02-05T16:18:00.000+0000	18.80119051	2018-02-05	16	2636.110905818234
2018-02-05T16:19:00.000+0000	21.8007085079	2018-02-05	16	2643.9351173422338
2018-02-05T16:20:00.000+0000	0.489630805199	2018-02-05	16	2631.3109201302327
2018-02-05T16:21:00.000+0000	7.60845055259	2018-02-05	16	2622.783706449723
2018-02-05T16:22:00.000+0000	34.2484573244	2018-02-05	16	2654.905350234933
2018-02-05T16:23:00.000+0000	15.0324306529	2018-02-05	16	2630.3041493838336
2018-02-05T16:24:00.000+0000	0.95130657312	2018-02-05	16	2595.5006623237527
2018-02-05T16:25:00.000+0000	4.05444509523	2018-02-05	16	2567.553638196883
2018-02-05T16:26:00.000+0000	6.41395310237	2018-02-05	16	2567.9366224931036
2018-02-05T16:27:00.000+0000	7.15421211833	2018-02-05	16	2558.4587076048338
2018-02-05T16:28:00.000+0000	6.09303527577	2018-02-05	16	2558.254162397734
2018-02-05T16:29:00.000+0000	17.2270142893	2018-02-05	16	2504.6029669706345
2018-02-05T16:30:00.000+0000	10.9361747043	2018-02-05	16	2512.4061667422443
2018-02-05T16:31:00.000+0000	15.3974265348	2018-02-05	16	2501.5008875633443
2018-02-05T16:32:00.000+0000	25.0230004383	2018-02-05	16	2499.504008477945
2018-02-05T16:33:00.000+0000	31.169709309	2018-02-05	16	2474.7328543125454
2018-02-05T16:34:00.000+0000	28.576150846	2018-02-05	16	2479.649854892045
2018-02-05T16:35:00.000+0000	0.0	2018-02-05	16	2479.649854892045
2018-02-05T16:36:00.000+0000	30.6797842414	2018-02-05	16	2485.212605519245
2018-02-05T16:37:00.000+0000	11.5869438722	2018-02-05	16	2457.089167919244
2018-02-05T16:38:00.000+0000	47.8933922406	2018-02-05	16	2501.8427839580445
2018-02-05T16:39:00.000+0000	16.504884041	2018-02-05	16	2511.878228668514

Showing the first 1000 rows.

Joining DataFrames

Joining DataFrames in PySpark is relatively straightforward using the join method of a DataFrame.

Let’s say we have some car details and car prices and we want to join these on their common registration number we can do so with the join method.

car_details = spark.read.csv('/mnt/tmp/car_details.csv', header=True)

display(car_details.limit(5))

Number_Plate	Make	Model	Year
HO07 TWC	Toyota	RAV4	2007
YW59 CBS	Ford	Mustang	2009
HJ56 DKV	Ford	Mustang	2006
HT65 KGK	Ford	Focus	2015
FO10 WUY	Toyota	gt86	2010

car_prices = spark.read.csv('/mnt/tmp/car_prices.csv', header=True)

display(car_prices.limit(5))

Number_Plate	Price
HO07 TWC	8051
YW59 CBS	15113
HJ56 DKV	8078
HT65 KGK	17552
FO10 WUY	13678

# you could choose right, inner or outer for different joins
display(
    car_details.join(car_prices, on='Number_Plate', how='left')
)

Number_Plate	Make	Model	Year	Price
HO07 TWC	Toyota	RAV4	2007	8051
YW59 CBS	Ford	Mustang	2009	15113
HJ56 DKV	Ford	Mustang	2006	8078
HT65 KGK	Ford	Focus	2015	17552
FO10 WUY	Toyota	gt86	2010	13678
SX12 HGK	Ford	Mustang	2012	21334
QN65 TJB	Toyota	gt86	2015	21876
AM08 OJO	Ford	Mustang	2008	12786
BO13 EZY	Ford	Focus	2013	14461
XD60 CQO	Toyota	Yaris	2010	6504
BF10 JCD	Ford	Galaxy	2010	15215
UJ12 FBM	Toyota	gt86	2012	17244
WJ14 VSA	Toyota	Yaris	2014	10298
FP61 RBH	Ford	Galaxy	2011	16238
TO14 EQU	Toyota	Prius	2014	22645
HP10 OXG	Ford	Galaxy	2010	15328
FA08 KPV	Toyota	Yaris	2008	4768
NA56 LPR	Ford	Mondeo	2006	4898
YU15 FEU	Ford	Focus	2015	16739
OG57 ODN	Toyota	Auris	2007	5038
IW63 PVZ	Ford	Mondeo	2013	15389
LC58 ZEH	Ford	Focus	2008	8050
TO10 IIB	Toyota	gt86	2010	14287
MU58 DBE	Toyota	Verso	2008	7258
IE62 OKT	Toyota	gt86	2012	17948
BL10 ZQK	Ford	Focus	2010	9899
KE11 DOG	Toyota	Auris	2011	9335
MD11 WGV	Ford	Focus	2011	12224
OD14 IZL	Ford	Focus	2014	16091
YF05 BTX	Toyota	Prius	2005	4908
WX66 FTB	Ford	Mondeo	2016	20889
KO14 ALJ	Toyota	RAV4	2014	20068
LF07 TWB	Toyota	Auris	2007	5540
CU13 HUL	Toyota	Prius	2013	20249
RV61 QDH	Ford	Focus	2011	11545
PB60 EQQ	Ford	Mondeo	2010	11652
OX65 CRH	Ford	Focus	2015	17908
JF60 STN	Ford	Focus	2010	10253
LO07 ZXY	Ford	Focus	2007	5816
PJ59 VLF	Toyota	Verso	2009	8949
WQ63 TSW	Ford	Focus	2013	14103
NX55 MYL	Ford	Mondeo	2005	3756
NT62 ILB	Toyota	Yaris	2012	8107
NB60 UVU	Ford	Galaxy	2010	14757
GL60 RDS	Ford	Mustang	2010	17896
AK63 ADK	Toyota	RAV4	2013	18221
LP57 JUF	Ford	Focus	2007	5768
IO65 TQE	Toyota	Yaris	2015	10924
OW13 FTY	Toyota	Yaris	2013	8907
VY65 MLA	Ford	Mustang	2015	28781
SC12 AWB	Toyota	Yaris	2012	8385
FB05 NXR	Ford	Mustang	2005	6432
CR61 UKI	Toyota	Auris	2011	9094
MY56 RKS	Toyota	Auris	2006	4300
NE13 WYO	Ford	Mondeo	2013	15649
EK62 RAJ	Ford	Focus	2012	12592
DT08 FTU	Toyota	RAV4	2008	9760
TI57 KVB	Toyota	Prius	2007	8772
XK60 PEP	Toyota	Verso	2010	9383
SC05 AUO	Toyota	gt86	2005	5251
MR07 NML	Toyota	Yaris	2007	4290
RZ66 UZR	Ford	Mustang	2016	31447
VN12 SOD	Ford	Mondeo	2012	13857
XL09 ZEC	Ford	Galaxy	2009	13836
YV58 OWG	Toyota	Yaris	2008	4856
OZ13 ZXK	Ford	Mustang	2013	24017
OU11 WIX	Ford	Galaxy	2011	17593
YY64 GGE	Ford	Galaxy	2014	22234
GH12 DBB	Toyota	Yaris	2012	8331
BS61 FQD	Toyota	RAV4	2011	13708
AW61 BSI	Ford	Focus	2011	11623
JZ10 ARU	Ford	Mondeo	2010	10812
NG56 ZKB	Toyota	Auris	2006	4198
AH57 AGO	Ford	Galaxy	2007	8017
GV16 TFE	Ford	Galaxy	2016	27114
SD59 XAI	Ford	Mustang	2009	15161
CS15 MKR	Ford	Mustang	2015	28728
JP62 HFP	Ford	Focus	2012	13201
NI12 FQF	Ford	Focus	2012	13007
GA05 HGI	Toyota	Verso	2005	2977
FF64 BED	Ford	Focus	2014	16383
PR66 LDL	Ford	Mustang	2016	31582
GI12 UDQ	Toyota	Prius	2012	18591
WS60 VQV	Ford	Mustang	2010	16376
SJ07 QUV	Toyota	Auris	2007	4774
MV09 JUK	Toyota	Prius	2009	12322
DZ62 VSI	Toyota	Prius	2012	17929
WB07 ODY	Ford	Mondeo	2007	6505
LP08 JIU	Ford	Mondeo	2008	9027
CH15 VVC	Toyota	gt86	2015	23330
GL07 JRU	Toyota	Auris	2007	5450
FH60 QWF	Toyota	RAV4	2010	12256
FW05 SQY	Toyota	RAV4	2005	3994
EN06 DDP	Toyota	Verso	2006	4535
EV64 NXA	Toyota	Auris	2014	12663
BX64 IGV	Ford	Focus	2014	16308
XP62 HYU	Toyota	Verso	2012	11835
LS13 VRT	Ford	Focus	2013	14241
IM64 RMF	Toyota	RAV4	2014	18730
CC08 UOX	Ford	Galaxy	2008	10456
ST65 YCV	Ford	Mustang	2015	27383
EK07 QTE	Ford	Mondeo	2007	6383
SN63 UNZ	Ford	Mustang	2013	23009
GG10 FZP	Ford	Focus	2010	10274
MJ64 KMF	Ford	Focus	2014	15725
FN60 SRG	Toyota	Yaris	2010	6574
LY64 JNP	Toyota	Auris	2014	13295
CX64 SAI	Ford	Mustang	2014	26794
MD56 RNT	Toyota	Auris	2006	3953
LS63 WCI	Toyota	Auris	2013	11314
YL62 JAC	Toyota	Prius	2012	18389
HK60 ICQ	Toyota	Yaris	2010	6740
TK63 BJP	Toyota	RAV4	2013	18088
MY09 QBO	Ford	Focus	2009	8381
AL13 NHR	Ford	Focus	2013	14617
UU06 LZG	Ford	Focus	2006	4309
FJ14 YBM	Ford	Focus	2014	16332
AR05 JBZ	Toyota	Verso	2005	3533
EG16 TYM	Toyota	gt86	2016	25197
IB55 CGF	Toyota	gt86	2005	4827
VV08 VJX	Ford	Mustang	2008	13368
BA10 GTS	Toyota	Yaris	2010	6679
PY06 QFQ	Toyota	Prius	2006	7567
LY60 TBW	Ford	Mondeo	2010	11285
WJ11 SRU	Toyota	Yaris	2011	7209
DL07 FFP	Ford	Mondeo	2007	6965
SI59 LRE	Toyota	Yaris	2009	5223
PW11 URC	Ford	Galaxy	2011	16792
ZF07 XWX	Ford	Focus	2007	6425
PO65 HZT	Toyota	Auris	2015	14389
XL66 ONP	Toyota	gt86	2016	24369
FH11 ZNK	Toyota	gt86	2011	14840
GS63 UEY	Ford	Focus	2013	14154
PB09 JEV	Ford	Focus	2009	8363
EJ10 FRY	Ford	Mondeo	2010	11869
CM09 EQQ	Ford	Galaxy	2009	13189
YC15 PDY	Ford	Mustang	2015	29042
GP05 OPU	Ford	Galaxy	2005	5793
FV55 OUQ	Toyota	Yaris	2005	2024
CD58 TIJ	Toyota	Yaris	2008	4835
QS06 YKC	Toyota	Yaris	2006	3051
ZM05 IDA	Ford	Galaxy	2005	4439
CD05 BBG	Ford	Focus	2005	3780
IT64 ODS	Toyota	Yaris	2014	10275
EW15 BFW	Toyota	Verso	2015	16901
DF66 XOX	Toyota	Prius	2016	25241
XH07 SGU	Ford	Mondeo	2007	6741
AZ59 UPI	Ford	Mustang	2009	14411
JO05 QGP	Toyota	RAV4	2005	3474
PH13 BBB	Toyota	Prius	2013	20402
OB07 ART	Toyota	RAV4	2007	7760
AP58 ENX	Toyota	Yaris	2008	4936
DI12 VDJ	Toyota	gt86	2012	17112
GG58 RMB	Ford	Focus	2008	7146
HG63 FQF	Ford	Galaxy	2013	19937
KS56 MHU	Toyota	RAV4	2006	6187
YA66 HVO	Toyota	Auris	2016	15440
AD07 ART	Ford	Mustang	2007	10909
PH56 QBK	Ford	Mustang	2006	8625
NB61 FFP	Ford	Galaxy	2011	17533
AK58 GUK	Toyota	Yaris	2008	4369
OS07 DXB	Toyota	Auris	2007	5250
ZI58 FPD	Toyota	Prius	2008	10629
JI07 WRG	Toyota	RAV4	2007	7313
YJ11 YRX	Toyota	Auris	2011	9717
SG16 CGZ	Toyota	Auris	2016	14814
YK12 NOU	Toyota	Verso	2012	12579
DP12 FLM	Toyota	Yaris	2012	8239
DU60 EEM	Ford	Mondeo	2010	10920
DN58 TTL	Ford	Mondeo	2008	8169
RU06 INO	Toyota	gt86	2006	5443
VC55 FZW	Ford	Mustang	2005	5190
HX63 ZNO	Toyota	Yaris	2013	9244
VO11 ULA	Ford	Mustang	2011	19418
GW57 DEV	Ford	Focus	2007	5666
AQ62 VXV	Ford	Galaxy	2012	19699
XW63 DVL	Ford	Mondeo	2013	15300
WO08 AKV	Toyota	Yaris	2008	4964
VA57 VCZ	Toyota	Auris	2007	5502
NK06 YXL	Ford	Galaxy	2006	6278
QA64 IJM	Toyota	Prius	2014	21692
PX65 KIG	Toyota	Auris	2015	14425
LP10 QXR	Toyota	RAV4	2010	13439
PN64 OWO	Toyota	Verso	2014	14670
CQ10 JBJ	Ford	Focus	2010	10530
RX05 YMB	Ford	Mustang	2005	5837
ZK62 CZU	Ford	Galaxy	2012	18481
EE65 PRM	Toyota	Prius	2015	23368
JY65 RZW	Toyota	Prius	2015	23219
BJ10 YFU	Ford	Focus	2010	10018
KH15 DHZ	Ford	Mustang	2015	29223
TL64 HJN	Ford	Focus	2014	15659
VB06 BCJ	Ford	Mustang	2006	8233
CG61 MVI	Toyota	Verso	2011	11645
FE15 VID	Toyota	Auris	2015	14258
MJ59 XIU	Toyota	RAV4	2009	11446
XH08 UMY	Toyota	RAV4	2008	9375
QB14 KOL	Toyota	gt86	2014	20178
RA12 BUH	Toyota	RAV4	2012	16770
PK58 NKP	Ford	Mondeo	2008	8558
GB13 IVS	Toyota	Auris	2013	11960
GQ16 HFM	Ford	Mustang	2016	30775
WK55 NAF	Ford	Mustang	2005	6723
NY58 DCJ	Ford	Galaxy	2008	10721
MC09 GEG	Ford	Mustang	2009	14041
RY08 ZPC	Ford	Focus	2008	7046
NN07 VHQ	Toyota	Auris	2007	4538
WD58 QCQ	Ford	Mondeo	2008	8283
WP11 GGS	Ford	Mustang	2011	19114
WQ60 KTB	Ford	Mustang	2010	16921
PC10 UVL	Ford	Galaxy	2010	14583
ZD63 AAI	Toyota	gt86	2013	19574
BT65 HCX	Toyota	Auris	2015	13664
WB62 FVH	Ford	Focus	2012	13186
UD15 SIP	Ford	Focus	2015	17402
CZ59 FYD	Ford	Mustang	2009	14099
TK15 YWV	Toyota	Prius	2015	22971
CM13 RDH	Ford	Mondeo	2013	15419
BR07 BOU	Ford	Galaxy	2007	9829
BR14 ZGU	Ford	Focus	2014	15472
HX05 LDJ	Ford	Mondeo	2005	3400
YI10 UZV	Toyota	Auris	2010	8589
PZ05 EVG	Ford	Focus	2005	3694
RT62 HUP	Ford	Mustang	2012	20938
GJ64 DQW	Ford	Galaxy	2014	22361
FH06 SEY	Toyota	gt86	2006	6800
ME08 XKV	Toyota	Auris	2008	6456
UZ59 RBJ	Ford	Galaxy	2009	13440
WP61 SZK	Ford	Galaxy	2011	17734
FA63 KPY	Toyota	Yaris	2013	9356
DI56 FTE	Ford	Mondeo	2006	5074
RA56 EYJ	Ford	Mustang	2006	8771
EH61 VFX	Ford	Mondeo	2011	12562
MP57 LPU	Ford	Focus	2007	5633
GG05 XVU	Toyota	RAV4	2005	5057
IN09 BMR	Ford	Mustang	2009	14954
OJ60 DTP	Ford	Focus	2010	10429
UY65 GAX	Ford	Focus	2015	17997
ZD61 DFG	Toyota	gt86	2011	15777
IQ11 QRL	Toyota	Prius	2011	16306
QV14 YCY	Ford	Mondeo	2014	17258
CN57 LTN	Ford	Focus	2007	5897
NO09 NSO	Toyota	RAV4	2009	11637
BI61 UPY	Toyota	Verso	2011	11619
ZP65 TPX	Ford	Galaxy	2015	25202
FR64 PUY	Toyota	RAV4	2014	19199
SO15 NTK	Ford	Mustang	2015	29234
EF65 XHQ	Toyota	Prius	2015	24315
MQ09 CPG	Ford	Mondeo	2009	9837
GC05 CTT	Toyota	Yaris	2005	2347
OZ59 TYU	Ford	Galaxy	2009	13088
DC65 MXG	Toyota	Prius	2015	24443
XT09 VFC	Ford	Focus	2009	8997
HX14 WYW	Ford	Mustang	2014	26110
VV62 MAE	Toyota	gt86	2012	17757
QW12 KZZ	Toyota	Verso	2012	11927
EM59 UTM	Toyota	Prius	2009	11689
BE12 ATH	Ford	Galaxy	2012	19178
LF08 ITE	Toyota	gt86	2008	10569
OY56 JIY	Toyota	gt86	2006	6476
YC64 HZS	Ford	Focus	2014	15768
XB56 TYI	Ford	Galaxy	2006	6510
UR15 AUH	Toyota	RAV4	2015	21876
NE06 SWG	Ford	Focus	2006	4763
MJ62 ZLH	Toyota	Prius	2012	17791
PX65 SFU	Toyota	Verso	2015	16223
TJ11 COG	Toyota	Yaris	2011	7522
GB13 FEV	Ford	Focus	2013	15214
PV09 XNP	Ford	Mondeo	2009	9868
RO09 LNJ	Ford	Mustang	2009	13738
RU07 GTO	Toyota	RAV4	2007	8104
YR61 VER	Ford	Focus	2011	11215
GG10 XZV	Ford	Galaxy	2010	14142
DS05 PVV	Toyota	gt86	2005	5359
XK10 BIO	Toyota	Yaris	2010	6398
WF08 JDL	Ford	Mondeo	2008	9124
MA60 EMX	Ford	Focus	2010	11058
DM66 VKF	Toyota	Auris	2016	14738
AC12 XCL	Toyota	gt86	2012	17051
YM13 BFD	Toyota	Auris	2013	12131
PB65 PCL	Toyota	Prius	2015	23337
MV10 ENJ	Ford	Mustang	2010	17292
JV66 HQJ	Toyota	Auris	2016	15538
JC10 KRB	Toyota	Prius	2010	14965
VB09 VBN	Ford	Mustang	2009	15527
YS59 GEJ	Toyota	Prius	2009	11681
QM09 SUR	Toyota	Verso	2009	9069
SB06 RXH	Toyota	Auris	2006	4014
BK08 JSO	Toyota	Yaris	2008	5044
WN66 ILC	Ford	Focus	2016	18578
UF11 DVR	Ford	Mondeo	2011	13453
VL64 HFW	Ford	Galaxy	2014	22675
IX64 ZYX	Toyota	gt86	2014	20644
SB61 PQM	Toyota	Auris	2011	9572
AJ55 ZAY	Toyota	RAV4	2005	3725
RG16 GEY	Ford	Galaxy	2016	26059
WM11 XIA	Ford	Galaxy	2011	15917
TQ12 RIF	Ford	Focus	2012	12845
IP65 ELS	Toyota	RAV4	2015	21316
UH65 IOM	Toyota	Yaris	2015	10821
GT60 KRT	Ford	Galaxy	2010	15172
HG66 SSF	Toyota	Auris	2016	15571
MH64 FVF	Toyota	Auris	2014	12708
OQ55 FKW	Toyota	Prius	2005	4100
FZ64 SFH	Toyota	gt86	2014	21131
CD12 VKH	Toyota	Verso	2012	11711
UW58 ZWX	Ford	Mondeo	2008	8515
IB11 QMY	Toyota	gt86	2011	15469
VL06 HUB	Ford	Galaxy	2006	7145
KN10 FNH	Ford	Mustang	2010	17810
AH10 DOZ	Toyota	Auris	2010	8029
FR57 DVO	Ford	Mustang	2007	10199
CI64 TJX	Toyota	RAV4	2014	19257
OO08 QIK	Toyota	Verso	2008	7395
AB16 NQA	Ford	Mustang	2016	31897
DN16 NBC	Toyota	Prius	2016	25816
YV61 EIO	Toyota	RAV4	2011	14173
GK65 JYO	Toyota	gt86	2015	22925
YP66 WWI	Toyota	gt86	2016	23495
VE59 TEW	Toyota	gt86	2009	11904
JM60 UTG	Ford	Galaxy	2010	15293
WQ09 NET	Toyota	Prius	2009	11564
TH13 STL	Toyota	RAV4	2013	17058
FG65 ZMI	Toyota	RAV4	2015	20550
RX58 YEG	Toyota	Auris	2008	6402
AD15 NZI	Ford	Mustang	2015	29430
WR55 MFX	Ford	Mustang	2005	6185
FS14 IZS	Ford	Focus	2014	15844
ZD60 VSC	Toyota	Auris	2010	8506
JS61 QMK	Toyota	Prius	2011	16341
SK57 LTB	Toyota	Prius	2007	9445
LO58 QJU	Ford	Galaxy	2008	10614
IS15 GBE	Ford	Mondeo	2015	18711
FK08 XQA	Ford	Focus	2008	6958
LG09 RTT	Toyota	Verso	2009	8679
VF58 KTN	Toyota	Yaris	2008	4830
UH08 BWK	Ford	Mustang	2008	12270
JY61 UNG	Toyota	RAV4	2011	14031
PX55 XNK	Ford	Galaxy	2005	4327
ZU58 TAH	Toyota	Yaris	2008	4722
NW15 ATQ	Toyota	Auris	2015	13581
NH05 MFQ	Toyota	Auris	2005	2438
AV12 ITW	Ford	Galaxy	2012	18706
WS09 ZKZ	Ford	Focus	2009	9269
YM12 TIZ	Toyota	Yaris	2012	8452
WD09 NUL	Ford	Focus	2009	9599
TM61 NLI	Ford	Galaxy	2011	16326
ZR15 SBY	Ford	Galaxy	2015	24125
TG08 KOT	Toyota	Yaris	2008	4549
GE09 NEF	Toyota	RAV4	2009	10697
SC59 TTY	Ford	Mondeo	2009	9768
UV62 KPF	Ford	Mondeo	2012	13838
HN55 ZYU	Ford	Mustang	2005	6557
YK64 VPS	Ford	Galaxy	2014	23456
RD65 NHL	Ford	Focus	2015	16643
FY65 JIF	Toyota	Auris	2015	13621
CD56 BVR	Toyota	Yaris	2006	2845
JX16 HNU	Toyota	gt86	2016	23658
EP07 CDC	Ford	Galaxy	2007	8603
DJ63 DJW	Ford	Galaxy	2013	20054
LQ62 GZO	Toyota	gt86	2012	17197
MY59 YXT	Toyota	Auris	2009	7046
AW62 FUV	Ford	Focus	2012	12965
DB05 PBV	Toyota	Verso	2005	3592
SV61 HZS	Toyota	Verso	2011	10683
BE14 UUO	Ford	Focus	2014	15988
DB09 SJT	Ford	Mondeo	2009	10354
ME16 EBJ	Ford	Focus	2016	19140
XT63 ZVA	Toyota	gt86	2013	19212
YH06 ROB	Toyota	RAV4	2006	5466
RZ11 NJC	Ford	Galaxy	2011	15974
AN58 JGO	Ford	Mustang	2008	12351
NK58 UPA	Ford	Mustang	2008	13258
MR58 DZK	Ford	Mustang	2008	11777
FW59 NMW	Toyota	Yaris	2009	5873
HK06 JNQ	Ford	Galaxy	2006	7423
YS05 REI	Toyota	RAV4	2005	4636
ND16 LGD	Toyota	Prius	2016	24877
OJ11 TGR	Ford	Mustang	2011	19271
FJ10 DIH	Toyota	Yaris	2010	6487
XX05 PYD	Ford	Galaxy	2005	5243
CV65 SAW	Ford	Focus	2015	16946
YY62 NZY	Toyota	Auris	2012	10577
BV08 NYE	Toyota	Verso	2008	6719
YM59 YRF	Toyota	Auris	2009	7034
GT60 HXN	Ford	Focus	2010	10701
JV10 KVT	Ford	Focus	2010	10703
BH07 ZSX	Toyota	RAV4	2007	6947
DM15 JFD	Toyota	Auris	2015	13984
SV15 XNZ	Toyota	Yaris	2015	10840
PO55 OLE	Toyota	gt86	2005	5188
BO58 NZE	Toyota	gt86	2008	9099
XS10 QPJ	Ford	Focus	2010	10353
NC11 LMN	Ford	Mondeo	2011	12591
GN07 EJG	Ford	Focus	2007	6266
KA56 AES	Toyota	RAV4	2006	6635
NN66 CID	Toyota	Auris	2016	14830
WR62 SRJ	Ford	Galaxy	2012	18006
MU05 KOV	Toyota	gt86	2005	4284
FU09 LKA	Ford	Mustang	2009	15677
FJ16 XPY	Ford	Focus	2016	19311
EO11 DVM	Ford	Galaxy	2011	16554
YP59 WIW	Ford	Focus	2009	9135
MD59 KUK	Toyota	Verso	2009	8905
NG63 JTT	Toyota	Verso	2013	13745
OW66 USF	Toyota	RAV4	2016	23766
JV10 KWL	Toyota	RAV4	2010	12417
FP63 ZMZ	Toyota	Auris	2013	12096
ND14 ZJH	Ford	Focus	2014	15761
LV14 RHL	Ford	Mustang	2014	26156
IU63 QFE	Toyota	Prius	2013	20266
JW56 YCY	Toyota	Prius	2006	6202
UZ06 JVX	Ford	Mondeo	2006	6048
RX13 ZLI	Toyota	Yaris	2013	8814
KN15 FIP	Ford	Galaxy	2015	25173
DK06 RRL	Toyota	Verso	2006	4765
VU59 WBH	Toyota	Prius	2009	12337
SN12 YIN	Toyota	gt86	2012	18003
MY12 LJF	Toyota	Yaris	2012	7784
RV60 QPP	Toyota	Prius	2010	14764
GM11 QKD	Toyota	Yaris	2011	7594
PB15 LBU	Toyota	gt86	2015	23040
SI06 IJI	Toyota	Verso	2006	5133
OS09 TUC	Ford	Galaxy	2009	12736
TQ09 SYF	Toyota	RAV4	2009	10539
RP63 OBR	Ford	Mondeo	2013	15652
OY58 WEM	Toyota	Yaris	2008	4673
QA16 TOW	Ford	Galaxy	2016	27277
BU13 IKO	Toyota	gt86	2013	19238
DU56 MYO	Toyota	Prius	2006	6089
AM63 DBB	Toyota	Yaris	2013	8876
XD10 HWD	Toyota	RAV4	2010	12048
BE64 PEU	Ford	Galaxy	2014	21832
NN11 MPQ	Ford	Galaxy	2011	16036
HX15 MHX	Toyota	RAV4	2015	20438
AO65 DBV	Toyota	gt86	2015	22080
FU56 XFJ	Ford	Focus	2006	4329
LU65 ZXA	Toyota	Verso	2015	15694
XZ10 JGN	Toyota	Verso	2010	9572
MO56 FDU	Ford	Mondeo	2006	4819
GC09 XHA	Ford	Focus	2009	8667
SF65 TUC	Ford	Galaxy	2015	24793
SU11 BQY	Toyota	Yaris	2011	7007
IT09 WTX	Toyota	RAV4	2009	11004
RP66 UJH	Toyota	Auris	2016	14729
IK10 OMA	Toyota	RAV4	2010	11930
XC16 WUC	Ford	Focus	2016	18879
LZ15 TYU	Toyota	gt86	2015	21718
BV13 GTT	Ford	Galaxy	2013	20648
MS57 NHB	Toyota	RAV4	2007	8180
ZX16 KKA	Ford	Focus	2016	19167
HS15 ELY	Toyota	RAV4	2015	21191
FU65 KSY	Ford	Mondeo	2015	18473
VJ08 ZBR	Ford	Galaxy	2008	11058
TY66 MGR	Toyota	Prius	2016	26608
LG09 WUV	Toyota	gt86	2009	11361
UQ61 WZP	Toyota	Verso	2011	11005
KC55 QSN	Toyota	Yaris	2005	1784
DZ64 RFE	Toyota	Auris	2014	12741
UB06 PSN	Toyota	Verso	2006	4632
IH08 GUY	Toyota	Prius	2008	10349
NY57 SOB	Toyota	RAV4	2007	7365
MM06 LWE	Ford	Focus	2006	5495
FU60 MRG	Toyota	gt86	2010	14141
ZQ16 SQP	Toyota	RAV4	2016	23422
IZ60 ZPH	Toyota	gt86	2010	13441
YQ13 ONR	Toyota	Prius	2013	19269
SM59 NTX	Ford	Mondeo	2009	9648
TW08 HQC	Toyota	Prius	2008	10955
YI10 KGR	Ford	Mondeo	2010	11186
XA63 UUD	Ford	Focus	2013	14763
QX57 PWU	Toyota	Auris	2007	5496
NR63 NIY	Ford	Mondeo	2013	15310
TH16 TFY	Ford	Mustang	2016	30606
UB07 QKT	Ford	Galaxy	2007	7994
NY13 OHM	Ford	Galaxy	2013	19973
QH60 TPC	Toyota	Prius	2010	14767
PN65 VHM	Ford	Mustang	2015	28465
WB64 QDG	Ford	Mondeo	2014	18090
ER57 IKS	Toyota	Prius	2007	7855
NT65 JJJ	Toyota	Auris	2015	14416
WB07 VJQ	Ford	Galaxy	2007	9048
NU60 GCD	Ford	Focus	2010	10482
KZ65 HIM	Toyota	gt86	2015	21875
XN16 UKW	Ford	Mondeo	2016	21283
KO14 NZL	Toyota	Auris	2014	12512
QP56 HKJ	Toyota	Auris	2006	3696
QS14 WRW	Ford	Galaxy	2014	22626
GO66 FTH	Ford	Focus	2016	19198
ZK10 LQD	Ford	Mustang	2010	17790
NO64 LVN	Ford	Galaxy	2014	22898
PS56 XBY	Toyota	Auris	2006	3708
DV11 MKO	Ford	Mustang	2011	19235
DE13 JQJ	Ford	Mustang	2013	23436
QN13 XVB	Ford	Focus	2013	14485
MK55 DND	Ford	Galaxy	2005	4173
IN57 SOZ	Toyota	Yaris	2007	3498
YL09 MRO	Toyota	Auris	2009	7217
NN05 VWQ	Ford	Mondeo	2005	4335
JC60 MAI	Ford	Mustang	2010	16541
RN55 QJA	Toyota	Verso	2005	2953
CP58 BYO	Ford	Mondeo	2008	8925
IZ06 XIW	Toyota	Verso	2006	4609
IZ09 UNY	Toyota	Prius	2009	11933
WT14 LHO	Toyota	gt86	2014	21229
KQ10 PXV	Ford	Mustang	2010	18157
DG10 LFU	Toyota	Verso	2010	9487
AA13 IAG	Toyota	Prius	2013	20027
YI14 CIE	Toyota	RAV4	2014	18918
NV63 XCA	Ford	Focus	2013	15251
BO12 SUI	Toyota	Auris	2012	10767
FG65 JNY	Ford	Mondeo	2015	19068
NO59 BDD	Toyota	gt86	2009	11196
QZ05 JXQ	Toyota	Yaris	2005	1872
FP63 ELT	Toyota	Prius	2013	20468
TP56 FRB	Ford	Mondeo	2006	5516
HK56 LBC	Toyota	Auris	2006	4326
JZ66 QHU	Toyota	Auris	2016	14735
MD09 BSL	Ford	Focus	2009	8521
OD06 WKK	Toyota	Verso	2006	4612
AV08 ZTV	Ford	Mustang	2008	11590
MA55 NDP	Toyota	Prius	2005	3887
WS06 TDI	Toyota	Auris	2006	3821
AB07 YHY	Toyota	Auris	2007	4823
UI61 QAE	Toyota	Verso	2011	10421
PW16 FEM	Toyota	Auris	2016	15036
ZN08 LZV	Ford	Mondeo	2008	8305
WR58 KVE	Ford	Mondeo	2008	9066
FQ06 EIP	Toyota	gt86	2006	6586
UI06 PCO	Toyota	gt86	2006	6192
TD57 CUH	Ford	Focus	2007	5921
VA60 YFE	Toyota	Yaris	2010	6213
BC09 DCI	Toyota	gt86	2009	11054
HL59 JXW	Toyota	gt86	2009	11474
AU57 CAN	Ford	Mondeo	2007	6099
KA61 UAP	Ford	Galaxy	2011	15927
DQ66 XSG	Ford	Mondeo	2016	20122
BE16 RSQ	Toyota	Yaris	2016	11589
YD13 KOJ	Toyota	Yaris	2013	9329
AX59 DFF	Toyota	Yaris	2009	5209
LZ09 ANQ	Toyota	Prius	2009	11960
NV56 CRR	Ford	Mustang	2006	8959
VU14 XXL	Toyota	Prius	2014	22809
ZI05 WAC	Toyota	gt86	2005	4560
CZ56 TJO	Ford	Mondeo	2006	6066
SD56 FHI	Ford	Mustang	2006	7291
BA65 UNI	Toyota	Yaris	2015	10372
YO13 RNQ	Toyota	Yaris	2013	9118
YN08 XEO	Ford	Focus	2008	8042
NO66 RGR	Ford	Mustang	2016	31440
UN64 XNF	Toyota	Prius	2014	22584
AJ07 FMS	Ford	Mondeo	2007	7388
WH11 LPV	Toyota	gt86	2011	15152
BK14 YIZ	Ford	Focus	2014	16485
XF55 ROZ	Ford	Mondeo	2005	4517
GV16 KSH	Ford	Mustang	2016	31616
VJ13 XRA	Toyota	Yaris	2013	8743
VA66 YAT	Toyota	Verso	2016	16985
WO11 EQX	Ford	Focus	2011	11790
OR14 TSZ	Ford	Mustang	2014	26911
EZ13 GBQ	Ford	Focus	2013	15047
HT60 TDJ	Ford	Mondeo	2010	10944
YX15 OFX	Toyota	Auris	2015	14491
VK15 PAI	Toyota	Auris	2015	14286
UK12 ORP	Ford	Galaxy	2012	19738
QQ09 OPJ	Toyota	RAV4	2009	10328
PK08 DHA	Ford	Mondeo	2008	8014
XJ08 JKQ	Toyota	RAV4	2008	9132
AZ57 TIP	Ford	Galaxy	2007	9730
DN57 UYC	Ford	Mustang	2007	10876
WK10 YNH	Toyota	Yaris	2010	6656
XG63 EUY	Toyota	Prius	2013	20090
NL08 XOP	Ford	Galaxy	2008	9994
ML59 FNT	Ford	Galaxy	2009	13364
NZ55 OGU	Ford	Mondeo	2005	3789
BQ60 NOV	Toyota	Yaris	2010	6119
XI57 IBC	Toyota	Verso	2007	5715
NQ58 WEL	Toyota	Prius	2008	10844
WU06 HMY	Ford	Mustang	2006	8968
PI08 OKH	Toyota	gt86	2008	9783
PF66 NEO	Ford	Galaxy	2016	27084
XN07 KAT	Toyota	Auris	2007	5475
HM05 OKT	Toyota	Auris	2005	3098
YQ05 QXV	Ford	Galaxy	2005	4085
EJ62 PEZ	Ford	Mustang	2012	21342
CB63 UYJ	Ford	Mondeo	2013	16570
BT14 ESG	Ford	Mustang	2014	25211
VB16 XFB	Toyota	Verso	2016	17648
CZ58 OZA	Ford	Focus	2008	7423
PD09 QKG	Toyota	RAV4	2009	10228
DT65 PIX	Toyota	Prius	2015	24415
IY12 ORH	Toyota	Verso	2012	12759
HR10 CSF	Toyota	Yaris	2010	6406
ZA58 NYZ	Toyota	Yaris	2008	5131
JF57 DFN	Toyota	RAV4	2007	8491
YO61 GZU	Ford	Focus	2011	12271
BB65 MFL	Ford	Focus	2015	17019
AS66 HFU	Ford	Focus	2016	18216
QR61 POT	Ford	Galaxy	2011	16087
FX14 KHU	Toyota	Verso	2014	15274
RQ58 RLG	Toyota	Auris	2008	5974
SG13 JJN	Toyota	Auris	2013	11271
WZ62 PCH	Toyota	Yaris	2012	8305
TO55 HPQ	Toyota	Verso	2005	3466
SA07 UIK	Toyota	Verso	2007	5649
ID15 TPV	Toyota	Verso	2015	16292
QN61 NWP	Ford	Focus	2011	11880
AK08 ZQA	Toyota	Prius	2008	10300
TL10 WQZ	Ford	Focus	2010	10812
IJ07 RUF	Toyota	Yaris	2007	3809
UG58 ZSF	Toyota	Verso	2008	7146
LQ13 SAT	Toyota	Prius	2013	19820
PP57 LLO	Toyota	Prius	2007	7959
XN60 WTK	Ford	Mustang	2010	17471
PA57 KIM	Toyota	Auris	2007	4586
TK13 XNY	Toyota	Verso	2013	13862
XH08 IQV	Ford	Mustang	2008	11603
YY56 DKG	Ford	Galaxy	2006	7148
XH60 BFW	Toyota	RAV4	2010	13227
HZ59 LCS	Toyota	RAV4	2009	11001
GT13 XQA	Toyota	Auris	2013	12203
NN65 NKV	Ford	Galaxy	2015	25629
KE61 NHE	Ford	Mustang	2011	18820
QB14 XBO	Toyota	Yaris	2014	9929
ME12 TOX	Toyota	Prius	2012	19034
WG12 MBP	Ford	Galaxy	2012	19596
AZ13 ZXQ	Toyota	gt86	2013	19725
DG56 OTF	Toyota	gt86	2006	6611
RI15 TAB	Ford	Mustang	2015	28287
QM10 QSK	Ford	Galaxy	2010	15271
QK63 KVB	Ford	Mustang	2013	24988
IW56 NII	Ford	Galaxy	2006	7754
TS13 FNU	Toyota	Verso	2013	13475
IO08 OSG	Toyota	Verso	2008	7020
OU09 OBE	Ford	Mustang	2009	15782
KD09 AEP	Ford	Galaxy	2009	12639
ZX08 QGV	Ford	Focus	2008	7380
AI65 GCD	Toyota	Prius	2015	23614
DF56 WWX	Ford	Focus	2006	4482
LT55 XPJ	Toyota	gt86	2005	4355
RP06 IEJ	Toyota	Prius	2006	7029
KH58 WED	Ford	Mustang	2008	13478
EU09 TAW	Ford	Mustang	2009	14041
GD10 GLX	Ford	Mondeo	2010	11241
VU16 IGA	Ford	Mustang	2016	29751
NN66 KEM	Ford	Galaxy	2016	26053
JE65 RLO	Toyota	RAV4	2015	21569
WX55 TZE	Ford	Galaxy	2005	4072
LK56 OBG	Ford	Focus	2006	4695
OB13 WUK	Ford	Mustang	2013	24384
YJ12 GKF	Toyota	Yaris	2012	7884
JD08 OZS	Ford	Galaxy	2008	9923
BN55 JOM	Ford	Mustang	2005	5928
IT11 QOQ	Toyota	Verso	2011	11442
NH09 DUP	Toyota	Yaris	2009	5318
SP64 HOA	Ford	Mondeo	2014	16875
TI07 SUQ	Toyota	Verso	2007	6019
SK63 VNZ	Ford	Focus	2013	14470
NJ63 TEU	Toyota	gt86	2013	18932
XB63 TSG	Toyota	Yaris	2013	9419
BL12 UYT	Ford	Focus	2012	12974
QM55 TSM	Toyota	Auris	2005	2521
CG66 NYX	Ford	Mondeo	2016	21126
RP61 YMU	Ford	Mustang	2011	19736
PA60 EJT	Ford	Galaxy	2010	14654
RY07 UTT	Toyota	RAV4	2007	8336
HS08 VAU	Ford	Mondeo	2008	8926
BT16 SEJ	Toyota	RAV4	2016	22473
NT56 GJI	Toyota	Yaris	2006	2988
SF55 EVX	Ford	Galaxy	2005	3980
UO60 WNR	Ford	Mustang	2010	18179
LT56 QMM	Toyota	Verso	2006	4028
JV64 YXP	Toyota	Prius	2014	22451
LW56 HLQ	Toyota	gt86	2006	5681
FQ05 GJA	Toyota	gt86	2005	5062
ZV08 RMP	Ford	Mondeo	2008	8560
DO60 AWX	Ford	Galaxy	2010	14511
CU61 SJR	Toyota	RAV4	2011	14164
SL57 EWC	Toyota	Verso	2007	5329
XZ07 CMX	Ford	Galaxy	2007	7953
SB08 JXN	Toyota	gt86	2008	9387
DB60 DMJ	Ford	Galaxy	2010	14501
WJ07 LBD	Ford	Galaxy	2007	8144
UA15 FET	Toyota	RAV4	2015	21395
DW11 NSK	Ford	Focus	2011	11167
SM14 ITX	Toyota	Prius	2014	21653
TR10 JQW	Toyota	gt86	2010	12705
RF58 FZH	Ford	Mondeo	2008	8041
OW65 PUV	Toyota	Yaris	2015	10763
SI60 TMK	Toyota	RAV4	2010	13503
YK09 ZPG	Toyota	gt86	2009	12017
IV62 CZA	Toyota	RAV4	2012	16790
CN07 JSC	Toyota	gt86	2007	7252
JT11 YUS	Ford	Mustang	2011	18491
WG58 FUY	Ford	Focus	2008	7656
SS66 XKK	Toyota	Auris	2016	15229
OC07 DTX	Toyota	Verso	2007	6066
UY13 BYP	Toyota	RAV4	2013	18347
LL12 RXX	Toyota	Yaris	2012	7892
KZ66 GGD	Ford	Mondeo	2016	19887
TH15 DKX	Ford	Mondeo	2015	19413
PW16 UCP	Toyota	gt86	2016	25158
XX57 CMQ	Ford	Focus	2007	6363
KJ11 CZE	Ford	Focus	2011	11240
TA14 ZBI	Ford	Mondeo	2014	17721
UN57 RXU	Toyota	RAV4	2007	6989
DX12 ACW	Ford	Galaxy	2012	18524
IG60 YSO	Toyota	Yaris	2010	6347
IC08 DBH	Toyota	Auris	2008	6327
RD64 YQU	Ford	Galaxy	2014	23708
WK12 MYF	Toyota	Yaris	2012	8574
MA65 VYZ	Ford	Mustang	2015	27520
VJ57 MZY	Ford	Focus	2007	6672
FY59 IBN	Toyota	Verso	2009	8510
PN55 LYU	Toyota	Prius	2005	5410
LJ06 LLO	Toyota	Verso	2006	4567
NH11 KZR	Ford	Mondeo	2011	13384
ZW13 AQU	Toyota	RAV4	2013	18563
GE07 QGT	Toyota	gt86	2007	8550
GZ06 EJY	Toyota	Yaris	2006	3234
FL64 VEZ	Toyota	Verso	2014	14411
OR57 WKX	Ford	Focus	2007	6820
DF14 UMV	Ford	Mondeo	2014	17372
AH63 QMC	Toyota	gt86	2013	19661
PG13 VVC	Toyota	gt86	2013	18834
SL62 DLH	Ford	Galaxy	2012	18932
ND66 FEC	Ford	Mondeo	2016	21218
DU05 QXW	Toyota	Verso	2005	3613
PD55 HBV	Ford	Mustang	2005	5553
MX12 NIO	Toyota	Auris	2012	10608
RE07 ZNP	Ford	Focus	2007	5952
ET08 ITO	Toyota	Prius	2008	10051
OT13 YGZ	Toyota	Yaris	2013	9162
NO60 MDQ	Ford	Galaxy	2010	15081
AR10 REH	Toyota	gt86	2010	14122
OK64 EDY	Toyota	Auris	2014	13269
WJ10 WQD	Toyota	RAV4	2010	13571
PW05 RFB	Ford	Mustang	2005	5793
YO08 CXI	Toyota	Verso	2008	7591
SP06 VMN	Ford	Mondeo	2006	6047
WZ63 AEY	Toyota	Prius	2013	19795
CE65 RJG	Toyota	Yaris	2015	10791
GQ57 MKL	Toyota	RAV4	2007	7190
PX57 UAJ	Ford	Mondeo	2007	6757
MU64 QZH	Ford	Galaxy	2014	21940
TY58 EXV	Ford	Mustang	2008	13167
EJ13 OLO	Toyota	RAV4	2013	17320
KB05 VPU	Toyota	Auris	2005	2978
RA58 WFK	Toyota	Verso	2008	7113
GT57 LZA	Ford	Mustang	2007	9638
HQ55 FZO	Ford	Focus	2005	3916
XV58 KXN	Ford	Focus	2008	7124
SA08 XNL	Toyota	Verso	2008	6838
CS66 MLE	Ford	Mondeo	2016	20980
RD06 BOR	Ford	Mondeo	2006	4980
ZU06 RIU	Toyota	RAV4	2006	6472
IA59 EQW	Toyota	RAV4	2009	11555
YE57 JCN	Toyota	gt86	2007	7599
NL12 GYI	Ford	Focus	2012	13804
CM64 XPY	Toyota	Verso	2014	14484
LZ58 UFK	Toyota	Auris	2008	6718
ZD15 FPM	Ford	Focus	2015	17543
KR59 MNK	Ford	Focus	2009	8683
KK57 KCP	Ford	Focus	2007	5932
QC62 PQD	Ford	Galaxy	2012	19730
ZF15 JAS	Ford	Focus	2015	16772
OQ64 TNF	Toyota	gt86	2014	21639
HV06 JJC	Ford	Focus	2006	5239
XW15 UHI	Ford	Focus	2015	17828
MY11 CVN	Ford	Mustang	2011	18455
DG56 YZP	Ford	Mustang	2006	7178
AJ65 OGK	Toyota	Verso	2015	15687
GT11 YFJ	Ford	Focus	2011	11432
CX06 ESG	Toyota	Prius	2006	6106
ZA65 UUQ	Toyota	Yaris	2015	10963
WH05 ZQJ	Ford	Galaxy	2005	5017
JH60 OUP	Toyota	Prius	2010	14621
WZ14 ZNM	Toyota	RAV4	2014	19659
IP15 PZK	Ford	Focus	2015	17388
YT16 QPI	Toyota	Yaris	2016	11267
RO61 VLT	Toyota	Verso	2011	11324
KW06 PJE	Ford	Mondeo	2006	5738
ZN15 QAY	Toyota	Verso	2015	15845
YY58 AKI	Ford	Focus	2008	8226
OO13 OSG	Toyota	RAV4	2013	18585
SQ66 QEX	Toyota	Yaris	2016	11713
RT61 OJW	Toyota	Yaris	2011	7455
UU09 JOV	Ford	Mondeo	2009	9575
FB63 QRS	Ford	Galaxy	2013	20426
IG05 QOL	Ford	Mondeo	2005	3607
IU08 BRO	Toyota	RAV4	2008	8850
UL06 RUS	Toyota	Auris	2006	3662
BM61 LHG	Ford	Focus	2011	12204
BC55 KAP	Ford	Galaxy	2005	4098
VE57 GYX	Toyota	Yaris	2007	4210
WL12 NBM	Toyota	gt86	2012	16854
VU07 OYT	Toyota	Auris	2007	4932
FB56 RXD	Ford	Galaxy	2006	6058
SG08 RLZ	Toyota	Verso	2008	7672
YQ15 RNH	Ford	Mustang	2015	29115
MH63 RUU	Toyota	Verso	2013	13453
ZQ06 DUG	Toyota	Verso	2006	5155
IO14 QAS	Ford	Galaxy	2014	22503
MP12 EDR	Ford	Focus	2012	12516
NB05 PUO	Toyota	gt86	2005	5208
FN11 OTA	Ford	Galaxy	2011	16413
VC09 TPO	Ford	Mustang	2009	15648
VH59 CMA	Ford	Galaxy	2009	12612
WG05 AVE	Ford	Mustang	2005	4724
QF62 KBO	Toyota	Auris	2012	10949
HJ59 RZA	Toyota	Auris	2009	7754
BS05 PEL	Ford	Focus	2005	3032
VV05 IVO	Toyota	Yaris	2005	1755
QB05 NLK	Toyota	Yaris	2005	2167
RX61 LZL	Toyota	Yaris	2011	7500
HQ12 FFV	Ford	Focus	2012	13495
QR07 FOB	Toyota	Verso	2007	5923
DH61 MFD	Ford	Galaxy	2011	17803
NI55 HOJ	Toyota	Yaris	2005	1743
IH55 AIF	Ford	Focus	2005	3857
RW14 OJO	Toyota	gt86	2014	20388
VJ62 UOW	Toyota	Verso	2012	12503
LP64 WCQ	Ford	Mustang	2014	25100
HG66 DKF	Toyota	RAV4	2016	22654
TJ15 LXF	Toyota	Prius	2015	23099
WK59 WPC	Ford	Galaxy	2009	13492
OA12 HCJ	Ford	Focus	2012	12732
GR11 PHW	Ford	Focus	2011	11283
HF60 YJM	Ford	Galaxy	2010	15556
MX61 FGH	Toyota	Verso	2011	10775
YH60 TGE	Toyota	Verso	2010	9395
EG62 JFH	Toyota	RAV4	2012	16206
SU60 UPS	Toyota	Verso	2010	9386
QS05 UKV	Ford	Galaxy	2005	4249
MP55 IXS	Ford	Focus	2005	3251
OM64 QMO	Toyota	Yaris	2014	10135
YZ56 OZF	Ford	Mustang	2006	7401
OW61 ZUG	Toyota	Verso	2011	11514
EZ14 PFC	Toyota	gt86	2014	19893
PB05 UGQ	Toyota	Yaris	2005	2342
ZE55 NZU	Toyota	gt86	2005	4035
XR08 KWK	Toyota	Prius	2008	10410
TS05 VEB	Ford	Mondeo	2005	3244
HL58 TXW	Ford	Mustang	2008	13413
MY63 HLS	Ford	Mustang	2013	24541
ZW66 ORZ	Toyota	gt86	2016	24930
HZ13 ZGO	Toyota	Auris	2013	11817
EE10 FFB	Toyota	Verso	2010	9201
OH09 QOT	Ford	Focus	2009	9176
FZ65 TIY	Toyota	RAV4	2015	20910
ZQ56 ZTW	Ford	Mondeo	2006	4737
PH06 BNK	Ford	Mondeo	2006	5332
TK16 YXN	Toyota	Auris	2016	14812
IM57 LHR	Toyota	RAV4	2007	7580
BP58 GBO	Toyota	Verso	2008	6655
BA12 FDD	Toyota	Prius	2012	18884
JU60 VWN	Ford	Mustang	2010	16690
EC66 YDP	Toyota	Verso	2016	17960
HC13 GPG	Toyota	Yaris	2013	8961
HE66 PVL	Toyota	RAV4	2016	22477
IX55 KIA	Ford	Mondeo	2005	3992
RO63 FOH	Ford	Mustang	2013	24744
GN08 CLW	Toyota	Prius	2008	10786
SW59 JGG	Toyota	Verso	2009	8806
YN63 MYP	Toyota	Auris	2013	12198
PL56 ANE	Toyota	Auris	2006	4157
GL11 NAY	Toyota	Prius	2011	16902
IM65 EMB	Ford	Focus	2015	17869
AI15 JWY	Ford	Galaxy	2015	25294
MW60 RSY	Toyota	Verso	2010	10156
RU14 CKU	Toyota	Auris	2014	13210
QX16 VSF	Ford	Mondeo	2016	20303
RI12 YLV	Toyota	gt86	2012	17337
ML62 URT	Toyota	Auris	2012	11059
UE16 THX	Ford	Galaxy	2016	26177
LC64 DAC	Toyota	RAV4	2014	19726
HS57 YVK	Ford	Galaxy	2007	8151
CK06 PBQ	Toyota	gt86	2006	7177
LM06 WUA	Ford	Focus	2006	4851
XX15 PBF	Toyota	gt86	2015	23169
ST13 YBU	Ford	Focus	2013	14357
VC63 HSO	Ford	Mustang	2013	23229
BT11 WQE	Toyota	gt86	2011	15510
OH62 ZJU	Toyota	Verso	2012	11980
XD64 WNQ	Ford	Galaxy	2014	23293
PQ05 QZZ	Toyota	Yaris	2005	2360
PZ09 SWY	Ford	Galaxy	2009	13840
OF13 HDQ	Toyota	Verso	2013	13425
RA66 UNX	Ford	Mustang	2016	31277
PW16 BSA	Toyota	Prius	2016	25263
AL06 GTC	Ford	Mondeo	2006	5072
GS10 EUV	Toyota	Yaris	2010	6828
VY58 OMC	Toyota	Auris	2008	5623
LW56 DED	Ford	Mondeo	2006	5101
DI14 LFB	Toyota	Auris	2014	13300
KP56 TPZ	Ford	Mondeo	2006	5232
QZ09 OHB	Ford	Mondeo	2009	10444
QU66 DJM	Ford	Focus	2016	18691
QQ58 GIE	Toyota	Auris	2008	5862
HX11 WWX	Ford	Focus	2011	11590
SR58 ROF	Ford	Focus	2008	7145
WT59 RXE	Toyota	Prius	2009	12610
KE63 OIR	Toyota	gt86	2013	18337
OP14 CLI	Ford	Focus	2014	15681
VG59 YPU	Ford	Mustang	2009	15601
QT55 MKQ	Toyota	Auris	2005	2551
PU11 POI	Toyota	Prius	2011	15737
XX08 KIK	Toyota	gt86	2008	9216
KZ62 ISP	Ford	Mondeo	2012	15027
YN65 BRL	Toyota	Prius	2015	23918
YH62 UQI	Toyota	Verso	2012	12841
AO65 HPU	Ford	Mondeo	2015	19540
VK09 LJL	Ford	Focus	2009	9185
JH57 UVR	Ford	Mustang	2007	9216
TJ12 CLM	Ford	Focus	2012	13531
HF12 JUU	Toyota	Auris	2012	10559
PV58 XRK	Toyota	RAV4	2008	9031
JN05 PJG	Ford	Galaxy	2005	4759
PH55 LCK	Ford	Galaxy	2005	5464
ME15 CAR	Toyota	RAV4	2015	21508
OB06 JBT	Ford	Galaxy	2006	7904
UP07 TWW	Ford	Focus	2007	6365
EK15 SPJ	Toyota	Verso	2015	16705
BB66 EGI	Toyota	RAV4	2016	22649
IM09 JYB	Ford	Mondeo	2009	9661
IO10 KQY	Ford	Mondeo	2010	11489
FZ63 WWD	Toyota	Auris	2013	11670
TB05 RLG	Toyota	gt86	2005	3857
CD62 QMS	Toyota	Verso	2012	11883
ZI55 SMT	Toyota	Yaris	2005	2000
GO10 KVZ	Toyota	Verso	2010	9735
EW09 SKM	Ford	Galaxy	2009	12433
GT12 TDY	Ford	Mustang	2012	21610
NH09 IYS	Toyota	gt86	2009	10859
WV61 NQX	Ford	Galaxy	2011	16254
DQ15 WOJ	Ford	Mustang	2015	27383
LL57 XVF	Ford	Mondeo	2007	6239
WW11 JHZ	Toyota	gt86	2011	15612
CC08 RPM	Toyota	Yaris	2008	4890
ZO66 QDD	Toyota	RAV4	2016	22435
VR10 ICV	Ford	Mustang	2010	16769
ZM14 RBH	Toyota	Auris	2014	12369
UU61 MKG	Toyota	Auris	2011	9355
MF06 GHN	Toyota	gt86	2006	5831
HO05 FXF	Ford	Mustang	2005	6609
PT11 HKX	Ford	Mondeo	2011	13554
DF09 LZX	Ford	Galaxy	2009	13349
VH63 GBH	Ford	Galaxy	2013	20272
RX13 COZ	Ford	Focus	2013	15098
SG55 WSH	Ford	Focus	2005	3934
SJ61 JIM	Toyota	RAV4	2011	14808
LS65 QZT	Ford	Focus	2015	17811
EG12 HZX	Ford	Galaxy	2012	19177
ZC15 JVF	Ford	Mondeo	2015	18292
XT05 QBL	Toyota	RAV4	2005	4895
TA66 FQX	Ford	Focus	2016	18807
HJ63 FOJ	Ford	Mondeo	2013	16114
WE61 AQD	Ford	Galaxy	2011	17811
HT65 TVO	Toyota	Auris	2015	14252
NN12 HDF	Toyota	Prius	2012	17537
GX13 UUI	Ford	Mustang	2013	23864
IG07 HLN	Ford	Mustang	2007	11137
YF16 BCN	Toyota	RAV4	2016	22595
XS05 PVX	Ford	Mustang	2005	5750
AK13 TIN	Ford	Focus	2013	14707
PQ11 XOF	Toyota	Verso	2011	11178
YB56 NSX	Toyota	Prius	2006	6533
AV07 JOT	Toyota	gt86	2007	8767
QU61 WXA	Ford	Focus	2011	12163
BG65 PWW	Toyota	RAV4	2015	20670
RG13 TTP	Ford	Mondeo	2013	16604
LV57 DXZ	Toyota	Yaris	2007	3739
VK08 JWQ	Ford	Galaxy	2008	10830
UJ06 AGO	Ford	Galaxy	2006	7537
NK08 VRW	Ford	Galaxy	2008	11281
LM63 KDG	Toyota	Prius	2013	19452
PU61 LDT	Toyota	Verso	2011	10470
FQ07 OIC	Ford	Mustang	2007	9765
NN12 OMW	Toyota	Prius	2012	17531
LM11 JCL	Ford	Mustang	2011	18812
XJ58 ZLL	Toyota	Auris	2008	5667
KD59 KZE	Ford	Mustang	2009	14890
UD60 JJH	Ford	Galaxy	2010	14452
AX16 MST	Ford	Mondeo	2016	20130
CG65 XZS	Ford	Focus	2015	16990
QQ12 GTD	Toyota	RAV4	2012	16944
NY16 YBU	Toyota	Yaris	2016	11832
CZ11 SHE	Ford	Focus	2011	12096
EM62 MGP	Ford	Mustang	2012	22729
RJ55 EGM	Toyota	Verso	2005	2818
FA06 RZT	Toyota	gt86	2006	5765
HF13 BLY	Ford	Mondeo	2013	15546
PW11 NHV	Toyota	gt86	2011	16092
HX62 JOJ	Ford	Mustang	2012	22340
IP14 XSC	Ford	Focus	2014	16241
MU57 QDG	Ford	Mondeo	2007	6214
NW07 CLM	Toyota	Auris	2007	4953
RZ56 VNZ	Toyota	Prius	2006	5888
BF64 BKE	Ford	Mondeo	2014	17309
PQ62 YMH	Ford	Focus	2012	12976

If the left and right columns are named differently. however, you can do the following.

car_prices = car_prices.withColumnRenamed('Number_Plate', 'Registration_Number')

display(
    car_details.join(car_prices, car_details['Number_Plate'] == car_prices['Registration_Number'], how='left')
)

Number_Plate	Make	Model	Year	Registration_Number	Price
HO07 TWC	Toyota	RAV4	2007	HO07 TWC	8051
YW59 CBS	Ford	Mustang	2009	YW59 CBS	15113
HJ56 DKV	Ford	Mustang	2006	HJ56 DKV	8078
HT65 KGK	Ford	Focus	2015	HT65 KGK	17552
FO10 WUY	Toyota	gt86	2010	FO10 WUY	13678
SX12 HGK	Ford	Mustang	2012	SX12 HGK	21334
QN65 TJB	Toyota	gt86	2015	QN65 TJB	21876
AM08 OJO	Ford	Mustang	2008	AM08 OJO	12786
BO13 EZY	Ford	Focus	2013	BO13 EZY	14461
XD60 CQO	Toyota	Yaris	2010	XD60 CQO	6504
BF10 JCD	Ford	Galaxy	2010	BF10 JCD	15215
UJ12 FBM	Toyota	gt86	2012	UJ12 FBM	17244
WJ14 VSA	Toyota	Yaris	2014	WJ14 VSA	10298
FP61 RBH	Ford	Galaxy	2011	FP61 RBH	16238
TO14 EQU	Toyota	Prius	2014	TO14 EQU	22645
HP10 OXG	Ford	Galaxy	2010	HP10 OXG	15328
FA08 KPV	Toyota	Yaris	2008	FA08 KPV	4768
NA56 LPR	Ford	Mondeo	2006	NA56 LPR	4898
YU15 FEU	Ford	Focus	2015	YU15 FEU	16739
OG57 ODN	Toyota	Auris	2007	OG57 ODN	5038
IW63 PVZ	Ford	Mondeo	2013	IW63 PVZ	15389
LC58 ZEH	Ford	Focus	2008	LC58 ZEH	8050
TO10 IIB	Toyota	gt86	2010	TO10 IIB	14287
MU58 DBE	Toyota	Verso	2008	MU58 DBE	7258
IE62 OKT	Toyota	gt86	2012	IE62 OKT	17948
BL10 ZQK	Ford	Focus	2010	BL10 ZQK	9899
KE11 DOG	Toyota	Auris	2011	KE11 DOG	9335
MD11 WGV	Ford	Focus	2011	MD11 WGV	12224
OD14 IZL	Ford	Focus	2014	OD14 IZL	16091
YF05 BTX	Toyota	Prius	2005	YF05 BTX	4908
WX66 FTB	Ford	Mondeo	2016	WX66 FTB	20889
KO14 ALJ	Toyota	RAV4	2014	KO14 ALJ	20068
LF07 TWB	Toyota	Auris	2007	LF07 TWB	5540
CU13 HUL	Toyota	Prius	2013	CU13 HUL	20249
RV61 QDH	Ford	Focus	2011	RV61 QDH	11545
PB60 EQQ	Ford	Mondeo	2010	PB60 EQQ	11652
OX65 CRH	Ford	Focus	2015	OX65 CRH	17908
JF60 STN	Ford	Focus	2010	JF60 STN	10253
LO07 ZXY	Ford	Focus	2007	LO07 ZXY	5816
PJ59 VLF	Toyota	Verso	2009	PJ59 VLF	8949
WQ63 TSW	Ford	Focus	2013	WQ63 TSW	14103
NX55 MYL	Ford	Mondeo	2005	NX55 MYL	3756
NT62 ILB	Toyota	Yaris	2012	NT62 ILB	8107
NB60 UVU	Ford	Galaxy	2010	NB60 UVU	14757
GL60 RDS	Ford	Mustang	2010	GL60 RDS	17896
AK63 ADK	Toyota	RAV4	2013	AK63 ADK	18221
LP57 JUF	Ford	Focus	2007	LP57 JUF	5768
IO65 TQE	Toyota	Yaris	2015	IO65 TQE	10924
OW13 FTY	Toyota	Yaris	2013	OW13 FTY	8907
VY65 MLA	Ford	Mustang	2015	VY65 MLA	28781
SC12 AWB	Toyota	Yaris	2012	SC12 AWB	8385
FB05 NXR	Ford	Mustang	2005	FB05 NXR	6432
CR61 UKI	Toyota	Auris	2011	CR61 UKI	9094
MY56 RKS	Toyota	Auris	2006	MY56 RKS	4300
NE13 WYO	Ford	Mondeo	2013	NE13 WYO	15649
EK62 RAJ	Ford	Focus	2012	EK62 RAJ	12592
DT08 FTU	Toyota	RAV4	2008	DT08 FTU	9760
TI57 KVB	Toyota	Prius	2007	TI57 KVB	8772
XK60 PEP	Toyota	Verso	2010	XK60 PEP	9383
SC05 AUO	Toyota	gt86	2005	SC05 AUO	5251
MR07 NML	Toyota	Yaris	2007	MR07 NML	4290
RZ66 UZR	Ford	Mustang	2016	RZ66 UZR	31447
VN12 SOD	Ford	Mondeo	2012	VN12 SOD	13857
XL09 ZEC	Ford	Galaxy	2009	XL09 ZEC	13836
YV58 OWG	Toyota	Yaris	2008	YV58 OWG	4856
OZ13 ZXK	Ford	Mustang	2013	OZ13 ZXK	24017
OU11 WIX	Ford	Galaxy	2011	OU11 WIX	17593
YY64 GGE	Ford	Galaxy	2014	YY64 GGE	22234
GH12 DBB	Toyota	Yaris	2012	GH12 DBB	8331
BS61 FQD	Toyota	RAV4	2011	BS61 FQD	13708
AW61 BSI	Ford	Focus	2011	AW61 BSI	11623
JZ10 ARU	Ford	Mondeo	2010	JZ10 ARU	10812
NG56 ZKB	Toyota	Auris	2006	NG56 ZKB	4198
AH57 AGO	Ford	Galaxy	2007	AH57 AGO	8017
GV16 TFE	Ford	Galaxy	2016	GV16 TFE	27114
SD59 XAI	Ford	Mustang	2009	SD59 XAI	15161
CS15 MKR	Ford	Mustang	2015	CS15 MKR	28728
JP62 HFP	Ford	Focus	2012	JP62 HFP	13201
NI12 FQF	Ford	Focus	2012	NI12 FQF	13007
GA05 HGI	Toyota	Verso	2005	GA05 HGI	2977
FF64 BED	Ford	Focus	2014	FF64 BED	16383
PR66 LDL	Ford	Mustang	2016	PR66 LDL	31582
GI12 UDQ	Toyota	Prius	2012	GI12 UDQ	18591
WS60 VQV	Ford	Mustang	2010	WS60 VQV	16376
SJ07 QUV	Toyota	Auris	2007	SJ07 QUV	4774
MV09 JUK	Toyota	Prius	2009	MV09 JUK	12322
DZ62 VSI	Toyota	Prius	2012	DZ62 VSI	17929
WB07 ODY	Ford	Mondeo	2007	WB07 ODY	6505
LP08 JIU	Ford	Mondeo	2008	LP08 JIU	9027
CH15 VVC	Toyota	gt86	2015	CH15 VVC	23330
GL07 JRU	Toyota	Auris	2007	GL07 JRU	5450
FH60 QWF	Toyota	RAV4	2010	FH60 QWF	12256
FW05 SQY	Toyota	RAV4	2005	FW05 SQY	3994
EN06 DDP	Toyota	Verso	2006	EN06 DDP	4535
EV64 NXA	Toyota	Auris	2014	EV64 NXA	12663
BX64 IGV	Ford	Focus	2014	BX64 IGV	16308
XP62 HYU	Toyota	Verso	2012	XP62 HYU	11835
LS13 VRT	Ford	Focus	2013	LS13 VRT	14241
IM64 RMF	Toyota	RAV4	2014	IM64 RMF	18730
CC08 UOX	Ford	Galaxy	2008	CC08 UOX	10456
ST65 YCV	Ford	Mustang	2015	ST65 YCV	27383
EK07 QTE	Ford	Mondeo	2007	EK07 QTE	6383
SN63 UNZ	Ford	Mustang	2013	SN63 UNZ	23009
GG10 FZP	Ford	Focus	2010	GG10 FZP	10274
MJ64 KMF	Ford	Focus	2014	MJ64 KMF	15725
FN60 SRG	Toyota	Yaris	2010	FN60 SRG	6574
LY64 JNP	Toyota	Auris	2014	LY64 JNP	13295
CX64 SAI	Ford	Mustang	2014	CX64 SAI	26794
MD56 RNT	Toyota	Auris	2006	MD56 RNT	3953
LS63 WCI	Toyota	Auris	2013	LS63 WCI	11314
YL62 JAC	Toyota	Prius	2012	YL62 JAC	18389
HK60 ICQ	Toyota	Yaris	2010	HK60 ICQ	6740
TK63 BJP	Toyota	RAV4	2013	TK63 BJP	18088
MY09 QBO	Ford	Focus	2009	MY09 QBO	8381
AL13 NHR	Ford	Focus	2013	AL13 NHR	14617
UU06 LZG	Ford	Focus	2006	UU06 LZG	4309
FJ14 YBM	Ford	Focus	2014	FJ14 YBM	16332
AR05 JBZ	Toyota	Verso	2005	AR05 JBZ	3533
EG16 TYM	Toyota	gt86	2016	EG16 TYM	25197
IB55 CGF	Toyota	gt86	2005	IB55 CGF	4827
VV08 VJX	Ford	Mustang	2008	VV08 VJX	13368
BA10 GTS	Toyota	Yaris	2010	BA10 GTS	6679
PY06 QFQ	Toyota	Prius	2006	PY06 QFQ	7567
LY60 TBW	Ford	Mondeo	2010	LY60 TBW	11285
WJ11 SRU	Toyota	Yaris	2011	WJ11 SRU	7209
DL07 FFP	Ford	Mondeo	2007	DL07 FFP	6965
SI59 LRE	Toyota	Yaris	2009	SI59 LRE	5223
PW11 URC	Ford	Galaxy	2011	PW11 URC	16792
ZF07 XWX	Ford	Focus	2007	ZF07 XWX	6425
PO65 HZT	Toyota	Auris	2015	PO65 HZT	14389
XL66 ONP	Toyota	gt86	2016	XL66 ONP	24369
FH11 ZNK	Toyota	gt86	2011	FH11 ZNK	14840
GS63 UEY	Ford	Focus	2013	GS63 UEY	14154
PB09 JEV	Ford	Focus	2009	PB09 JEV	8363
EJ10 FRY	Ford	Mondeo	2010	EJ10 FRY	11869
CM09 EQQ	Ford	Galaxy	2009	CM09 EQQ	13189
YC15 PDY	Ford	Mustang	2015	YC15 PDY	29042
GP05 OPU	Ford	Galaxy	2005	GP05 OPU	5793
FV55 OUQ	Toyota	Yaris	2005	FV55 OUQ	2024
CD58 TIJ	Toyota	Yaris	2008	CD58 TIJ	4835
QS06 YKC	Toyota	Yaris	2006	QS06 YKC	3051
ZM05 IDA	Ford	Galaxy	2005	ZM05 IDA	4439
CD05 BBG	Ford	Focus	2005	CD05 BBG	3780
IT64 ODS	Toyota	Yaris	2014	IT64 ODS	10275
EW15 BFW	Toyota	Verso	2015	EW15 BFW	16901
DF66 XOX	Toyota	Prius	2016	DF66 XOX	25241
XH07 SGU	Ford	Mondeo	2007	XH07 SGU	6741
AZ59 UPI	Ford	Mustang	2009	AZ59 UPI	14411
JO05 QGP	Toyota	RAV4	2005	JO05 QGP	3474
PH13 BBB	Toyota	Prius	2013	PH13 BBB	20402
OB07 ART	Toyota	RAV4	2007	OB07 ART	7760
AP58 ENX	Toyota	Yaris	2008	AP58 ENX	4936
DI12 VDJ	Toyota	gt86	2012	DI12 VDJ	17112
GG58 RMB	Ford	Focus	2008	GG58 RMB	7146
HG63 FQF	Ford	Galaxy	2013	HG63 FQF	19937
KS56 MHU	Toyota	RAV4	2006	KS56 MHU	6187
YA66 HVO	Toyota	Auris	2016	YA66 HVO	15440
AD07 ART	Ford	Mustang	2007	AD07 ART	10909
PH56 QBK	Ford	Mustang	2006	PH56 QBK	8625
NB61 FFP	Ford	Galaxy	2011	NB61 FFP	17533
AK58 GUK	Toyota	Yaris	2008	AK58 GUK	4369
OS07 DXB	Toyota	Auris	2007	OS07 DXB	5250
ZI58 FPD	Toyota	Prius	2008	ZI58 FPD	10629
JI07 WRG	Toyota	RAV4	2007	JI07 WRG	7313
YJ11 YRX	Toyota	Auris	2011	YJ11 YRX	9717
SG16 CGZ	Toyota	Auris	2016	SG16 CGZ	14814
YK12 NOU	Toyota	Verso	2012	YK12 NOU	12579
DP12 FLM	Toyota	Yaris	2012	DP12 FLM	8239
DU60 EEM	Ford	Mondeo	2010	DU60 EEM	10920
DN58 TTL	Ford	Mondeo	2008	DN58 TTL	8169
RU06 INO	Toyota	gt86	2006	RU06 INO	5443
VC55 FZW	Ford	Mustang	2005	VC55 FZW	5190
HX63 ZNO	Toyota	Yaris	2013	HX63 ZNO	9244
VO11 ULA	Ford	Mustang	2011	VO11 ULA	19418
GW57 DEV	Ford	Focus	2007	GW57 DEV	5666
AQ62 VXV	Ford	Galaxy	2012	AQ62 VXV	19699
XW63 DVL	Ford	Mondeo	2013	XW63 DVL	15300
WO08 AKV	Toyota	Yaris	2008	WO08 AKV	4964
VA57 VCZ	Toyota	Auris	2007	VA57 VCZ	5502
NK06 YXL	Ford	Galaxy	2006	NK06 YXL	6278
QA64 IJM	Toyota	Prius	2014	QA64 IJM	21692
PX65 KIG	Toyota	Auris	2015	PX65 KIG	14425
LP10 QXR	Toyota	RAV4	2010	LP10 QXR	13439
PN64 OWO	Toyota	Verso	2014	PN64 OWO	14670
CQ10 JBJ	Ford	Focus	2010	CQ10 JBJ	10530
RX05 YMB	Ford	Mustang	2005	RX05 YMB	5837
ZK62 CZU	Ford	Galaxy	2012	ZK62 CZU	18481
EE65 PRM	Toyota	Prius	2015	EE65 PRM	23368
JY65 RZW	Toyota	Prius	2015	JY65 RZW	23219
BJ10 YFU	Ford	Focus	2010	BJ10 YFU	10018
KH15 DHZ	Ford	Mustang	2015	KH15 DHZ	29223
TL64 HJN	Ford	Focus	2014	TL64 HJN	15659
VB06 BCJ	Ford	Mustang	2006	VB06 BCJ	8233
CG61 MVI	Toyota	Verso	2011	CG61 MVI	11645
FE15 VID	Toyota	Auris	2015	FE15 VID	14258
MJ59 XIU	Toyota	RAV4	2009	MJ59 XIU	11446
XH08 UMY	Toyota	RAV4	2008	XH08 UMY	9375
QB14 KOL	Toyota	gt86	2014	QB14 KOL	20178
RA12 BUH	Toyota	RAV4	2012	RA12 BUH	16770
PK58 NKP	Ford	Mondeo	2008	PK58 NKP	8558
GB13 IVS	Toyota	Auris	2013	GB13 IVS	11960
GQ16 HFM	Ford	Mustang	2016	GQ16 HFM	30775
WK55 NAF	Ford	Mustang	2005	WK55 NAF	6723
NY58 DCJ	Ford	Galaxy	2008	NY58 DCJ	10721
MC09 GEG	Ford	Mustang	2009	MC09 GEG	14041
RY08 ZPC	Ford	Focus	2008	RY08 ZPC	7046
NN07 VHQ	Toyota	Auris	2007	NN07 VHQ	4538
WD58 QCQ	Ford	Mondeo	2008	WD58 QCQ	8283
WP11 GGS	Ford	Mustang	2011	WP11 GGS	19114
WQ60 KTB	Ford	Mustang	2010	WQ60 KTB	16921
PC10 UVL	Ford	Galaxy	2010	PC10 UVL	14583
ZD63 AAI	Toyota	gt86	2013	ZD63 AAI	19574
BT65 HCX	Toyota	Auris	2015	BT65 HCX	13664
WB62 FVH	Ford	Focus	2012	WB62 FVH	13186
UD15 SIP	Ford	Focus	2015	UD15 SIP	17402
CZ59 FYD	Ford	Mustang	2009	CZ59 FYD	14099
TK15 YWV	Toyota	Prius	2015	TK15 YWV	22971
CM13 RDH	Ford	Mondeo	2013	CM13 RDH	15419
BR07 BOU	Ford	Galaxy	2007	BR07 BOU	9829
BR14 ZGU	Ford	Focus	2014	BR14 ZGU	15472
HX05 LDJ	Ford	Mondeo	2005	HX05 LDJ	3400
YI10 UZV	Toyota	Auris	2010	YI10 UZV	8589
PZ05 EVG	Ford	Focus	2005	PZ05 EVG	3694
RT62 HUP	Ford	Mustang	2012	RT62 HUP	20938
GJ64 DQW	Ford	Galaxy	2014	GJ64 DQW	22361
FH06 SEY	Toyota	gt86	2006	FH06 SEY	6800
ME08 XKV	Toyota	Auris	2008	ME08 XKV	6456
UZ59 RBJ	Ford	Galaxy	2009	UZ59 RBJ	13440
WP61 SZK	Ford	Galaxy	2011	WP61 SZK	17734
FA63 KPY	Toyota	Yaris	2013	FA63 KPY	9356
DI56 FTE	Ford	Mondeo	2006	DI56 FTE	5074
RA56 EYJ	Ford	Mustang	2006	RA56 EYJ	8771
EH61 VFX	Ford	Mondeo	2011	EH61 VFX	12562
MP57 LPU	Ford	Focus	2007	MP57 LPU	5633
GG05 XVU	Toyota	RAV4	2005	GG05 XVU	5057
IN09 BMR	Ford	Mustang	2009	IN09 BMR	14954
OJ60 DTP	Ford	Focus	2010	OJ60 DTP	10429
UY65 GAX	Ford	Focus	2015	UY65 GAX	17997
ZD61 DFG	Toyota	gt86	2011	ZD61 DFG	15777
IQ11 QRL	Toyota	Prius	2011	IQ11 QRL	16306
QV14 YCY	Ford	Mondeo	2014	QV14 YCY	17258
CN57 LTN	Ford	Focus	2007	CN57 LTN	5897
NO09 NSO	Toyota	RAV4	2009	NO09 NSO	11637
BI61 UPY	Toyota	Verso	2011	BI61 UPY	11619
ZP65 TPX	Ford	Galaxy	2015	ZP65 TPX	25202
FR64 PUY	Toyota	RAV4	2014	FR64 PUY	19199
SO15 NTK	Ford	Mustang	2015	SO15 NTK	29234
EF65 XHQ	Toyota	Prius	2015	EF65 XHQ	24315
MQ09 CPG	Ford	Mondeo	2009	MQ09 CPG	9837
GC05 CTT	Toyota	Yaris	2005	GC05 CTT	2347
OZ59 TYU	Ford	Galaxy	2009	OZ59 TYU	13088
DC65 MXG	Toyota	Prius	2015	DC65 MXG	24443
XT09 VFC	Ford	Focus	2009	XT09 VFC	8997
HX14 WYW	Ford	Mustang	2014	HX14 WYW	26110
VV62 MAE	Toyota	gt86	2012	VV62 MAE	17757
QW12 KZZ	Toyota	Verso	2012	QW12 KZZ	11927
EM59 UTM	Toyota	Prius	2009	EM59 UTM	11689
BE12 ATH	Ford	Galaxy	2012	BE12 ATH	19178
LF08 ITE	Toyota	gt86	2008	LF08 ITE	10569
OY56 JIY	Toyota	gt86	2006	OY56 JIY	6476
YC64 HZS	Ford	Focus	2014	YC64 HZS	15768
XB56 TYI	Ford	Galaxy	2006	XB56 TYI	6510
UR15 AUH	Toyota	RAV4	2015	UR15 AUH	21876
NE06 SWG	Ford	Focus	2006	NE06 SWG	4763
MJ62 ZLH	Toyota	Prius	2012	MJ62 ZLH	17791
PX65 SFU	Toyota	Verso	2015	PX65 SFU	16223
TJ11 COG	Toyota	Yaris	2011	TJ11 COG	7522
GB13 FEV	Ford	Focus	2013	GB13 FEV	15214
PV09 XNP	Ford	Mondeo	2009	PV09 XNP	9868
RO09 LNJ	Ford	Mustang	2009	RO09 LNJ	13738
RU07 GTO	Toyota	RAV4	2007	RU07 GTO	8104
YR61 VER	Ford	Focus	2011	YR61 VER	11215
GG10 XZV	Ford	Galaxy	2010	GG10 XZV	14142
DS05 PVV	Toyota	gt86	2005	DS05 PVV	5359
XK10 BIO	Toyota	Yaris	2010	XK10 BIO	6398
WF08 JDL	Ford	Mondeo	2008	WF08 JDL	9124
MA60 EMX	Ford	Focus	2010	MA60 EMX	11058
DM66 VKF	Toyota	Auris	2016	DM66 VKF	14738
AC12 XCL	Toyota	gt86	2012	AC12 XCL	17051
YM13 BFD	Toyota	Auris	2013	YM13 BFD	12131
PB65 PCL	Toyota	Prius	2015	PB65 PCL	23337
MV10 ENJ	Ford	Mustang	2010	MV10 ENJ	17292
JV66 HQJ	Toyota	Auris	2016	JV66 HQJ	15538
JC10 KRB	Toyota	Prius	2010	JC10 KRB	14965
VB09 VBN	Ford	Mustang	2009	VB09 VBN	15527
YS59 GEJ	Toyota	Prius	2009	YS59 GEJ	11681
QM09 SUR	Toyota	Verso	2009	QM09 SUR	9069
SB06 RXH	Toyota	Auris	2006	SB06 RXH	4014
BK08 JSO	Toyota	Yaris	2008	BK08 JSO	5044
WN66 ILC	Ford	Focus	2016	WN66 ILC	18578
UF11 DVR	Ford	Mondeo	2011	UF11 DVR	13453
VL64 HFW	Ford	Galaxy	2014	VL64 HFW	22675
IX64 ZYX	Toyota	gt86	2014	IX64 ZYX	20644
SB61 PQM	Toyota	Auris	2011	SB61 PQM	9572
AJ55 ZAY	Toyota	RAV4	2005	AJ55 ZAY	3725
RG16 GEY	Ford	Galaxy	2016	RG16 GEY	26059
WM11 XIA	Ford	Galaxy	2011	WM11 XIA	15917
TQ12 RIF	Ford	Focus	2012	TQ12 RIF	12845
IP65 ELS	Toyota	RAV4	2015	IP65 ELS	21316
UH65 IOM	Toyota	Yaris	2015	UH65 IOM	10821
GT60 KRT	Ford	Galaxy	2010	GT60 KRT	15172
HG66 SSF	Toyota	Auris	2016	HG66 SSF	15571
MH64 FVF	Toyota	Auris	2014	MH64 FVF	12708
OQ55 FKW	Toyota	Prius	2005	OQ55 FKW	4100
FZ64 SFH	Toyota	gt86	2014	FZ64 SFH	21131
CD12 VKH	Toyota	Verso	2012	CD12 VKH	11711
UW58 ZWX	Ford	Mondeo	2008	UW58 ZWX	8515
IB11 QMY	Toyota	gt86	2011	IB11 QMY	15469
VL06 HUB	Ford	Galaxy	2006	VL06 HUB	7145
KN10 FNH	Ford	Mustang	2010	KN10 FNH	17810
AH10 DOZ	Toyota	Auris	2010	AH10 DOZ	8029
FR57 DVO	Ford	Mustang	2007	FR57 DVO	10199
CI64 TJX	Toyota	RAV4	2014	CI64 TJX	19257
OO08 QIK	Toyota	Verso	2008	OO08 QIK	7395
AB16 NQA	Ford	Mustang	2016	AB16 NQA	31897
DN16 NBC	Toyota	Prius	2016	DN16 NBC	25816
YV61 EIO	Toyota	RAV4	2011	YV61 EIO	14173
GK65 JYO	Toyota	gt86	2015	GK65 JYO	22925
YP66 WWI	Toyota	gt86	2016	YP66 WWI	23495
VE59 TEW	Toyota	gt86	2009	VE59 TEW	11904
JM60 UTG	Ford	Galaxy	2010	JM60 UTG	15293
WQ09 NET	Toyota	Prius	2009	WQ09 NET	11564
TH13 STL	Toyota	RAV4	2013	TH13 STL	17058
FG65 ZMI	Toyota	RAV4	2015	FG65 ZMI	20550
RX58 YEG	Toyota	Auris	2008	RX58 YEG	6402
AD15 NZI	Ford	Mustang	2015	AD15 NZI	29430
WR55 MFX	Ford	Mustang	2005	WR55 MFX	6185
FS14 IZS	Ford	Focus	2014	FS14 IZS	15844
ZD60 VSC	Toyota	Auris	2010	ZD60 VSC	8506
JS61 QMK	Toyota	Prius	2011	JS61 QMK	16341
SK57 LTB	Toyota	Prius	2007	SK57 LTB	9445
LO58 QJU	Ford	Galaxy	2008	LO58 QJU	10614
IS15 GBE	Ford	Mondeo	2015	IS15 GBE	18711
FK08 XQA	Ford	Focus	2008	FK08 XQA	6958
LG09 RTT	Toyota	Verso	2009	LG09 RTT	8679
VF58 KTN	Toyota	Yaris	2008	VF58 KTN	4830
UH08 BWK	Ford	Mustang	2008	UH08 BWK	12270
JY61 UNG	Toyota	RAV4	2011	JY61 UNG	14031
PX55 XNK	Ford	Galaxy	2005	PX55 XNK	4327
ZU58 TAH	Toyota	Yaris	2008	ZU58 TAH	4722
NW15 ATQ	Toyota	Auris	2015	NW15 ATQ	13581
NH05 MFQ	Toyota	Auris	2005	NH05 MFQ	2438
AV12 ITW	Ford	Galaxy	2012	AV12 ITW	18706
WS09 ZKZ	Ford	Focus	2009	WS09 ZKZ	9269
YM12 TIZ	Toyota	Yaris	2012	YM12 TIZ	8452
WD09 NUL	Ford	Focus	2009	WD09 NUL	9599
TM61 NLI	Ford	Galaxy	2011	TM61 NLI	16326
ZR15 SBY	Ford	Galaxy	2015	ZR15 SBY	24125
TG08 KOT	Toyota	Yaris	2008	TG08 KOT	4549
GE09 NEF	Toyota	RAV4	2009	GE09 NEF	10697
SC59 TTY	Ford	Mondeo	2009	SC59 TTY	9768
UV62 KPF	Ford	Mondeo	2012	UV62 KPF	13838
HN55 ZYU	Ford	Mustang	2005	HN55 ZYU	6557
YK64 VPS	Ford	Galaxy	2014	YK64 VPS	23456
RD65 NHL	Ford	Focus	2015	RD65 NHL	16643
FY65 JIF	Toyota	Auris	2015	FY65 JIF	13621
CD56 BVR	Toyota	Yaris	2006	CD56 BVR	2845
JX16 HNU	Toyota	gt86	2016	JX16 HNU	23658
EP07 CDC	Ford	Galaxy	2007	EP07 CDC	8603
DJ63 DJW	Ford	Galaxy	2013	DJ63 DJW	20054
LQ62 GZO	Toyota	gt86	2012	LQ62 GZO	17197
MY59 YXT	Toyota	Auris	2009	MY59 YXT	7046
AW62 FUV	Ford	Focus	2012	AW62 FUV	12965
DB05 PBV	Toyota	Verso	2005	DB05 PBV	3592
SV61 HZS	Toyota	Verso	2011	SV61 HZS	10683
BE14 UUO	Ford	Focus	2014	BE14 UUO	15988
DB09 SJT	Ford	Mondeo	2009	DB09 SJT	10354
ME16 EBJ	Ford	Focus	2016	ME16 EBJ	19140
XT63 ZVA	Toyota	gt86	2013	XT63 ZVA	19212
YH06 ROB	Toyota	RAV4	2006	YH06 ROB	5466
RZ11 NJC	Ford	Galaxy	2011	RZ11 NJC	15974
AN58 JGO	Ford	Mustang	2008	AN58 JGO	12351
NK58 UPA	Ford	Mustang	2008	NK58 UPA	13258
MR58 DZK	Ford	Mustang	2008	MR58 DZK	11777
FW59 NMW	Toyota	Yaris	2009	FW59 NMW	5873
HK06 JNQ	Ford	Galaxy	2006	HK06 JNQ	7423
YS05 REI	Toyota	RAV4	2005	YS05 REI	4636
ND16 LGD	Toyota	Prius	2016	ND16 LGD	24877
OJ11 TGR	Ford	Mustang	2011	OJ11 TGR	19271
FJ10 DIH	Toyota	Yaris	2010	FJ10 DIH	6487
XX05 PYD	Ford	Galaxy	2005	XX05 PYD	5243
CV65 SAW	Ford	Focus	2015	CV65 SAW	16946
YY62 NZY	Toyota	Auris	2012	YY62 NZY	10577
BV08 NYE	Toyota	Verso	2008	BV08 NYE	6719
YM59 YRF	Toyota	Auris	2009	YM59 YRF	7034
GT60 HXN	Ford	Focus	2010	GT60 HXN	10701
JV10 KVT	Ford	Focus	2010	JV10 KVT	10703
BH07 ZSX	Toyota	RAV4	2007	BH07 ZSX	6947
DM15 JFD	Toyota	Auris	2015	DM15 JFD	13984
SV15 XNZ	Toyota	Yaris	2015	SV15 XNZ	10840
PO55 OLE	Toyota	gt86	2005	PO55 OLE	5188
BO58 NZE	Toyota	gt86	2008	BO58 NZE	9099
XS10 QPJ	Ford	Focus	2010	XS10 QPJ	10353
NC11 LMN	Ford	Mondeo	2011	NC11 LMN	12591
GN07 EJG	Ford	Focus	2007	GN07 EJG	6266
KA56 AES	Toyota	RAV4	2006	KA56 AES	6635
NN66 CID	Toyota	Auris	2016	NN66 CID	14830
WR62 SRJ	Ford	Galaxy	2012	WR62 SRJ	18006
MU05 KOV	Toyota	gt86	2005	MU05 KOV	4284
FU09 LKA	Ford	Mustang	2009	FU09 LKA	15677
FJ16 XPY	Ford	Focus	2016	FJ16 XPY	19311
EO11 DVM	Ford	Galaxy	2011	EO11 DVM	16554
YP59 WIW	Ford	Focus	2009	YP59 WIW	9135
MD59 KUK	Toyota	Verso	2009	MD59 KUK	8905
NG63 JTT	Toyota	Verso	2013	NG63 JTT	13745
OW66 USF	Toyota	RAV4	2016	OW66 USF	23766
JV10 KWL	Toyota	RAV4	2010	JV10 KWL	12417
FP63 ZMZ	Toyota	Auris	2013	FP63 ZMZ	12096
ND14 ZJH	Ford	Focus	2014	ND14 ZJH	15761
LV14 RHL	Ford	Mustang	2014	LV14 RHL	26156
IU63 QFE	Toyota	Prius	2013	IU63 QFE	20266
JW56 YCY	Toyota	Prius	2006	JW56 YCY	6202
UZ06 JVX	Ford	Mondeo	2006	UZ06 JVX	6048
RX13 ZLI	Toyota	Yaris	2013	RX13 ZLI	8814
KN15 FIP	Ford	Galaxy	2015	KN15 FIP	25173
DK06 RRL	Toyota	Verso	2006	DK06 RRL	4765
VU59 WBH	Toyota	Prius	2009	VU59 WBH	12337
SN12 YIN	Toyota	gt86	2012	SN12 YIN	18003
MY12 LJF	Toyota	Yaris	2012	MY12 LJF	7784
RV60 QPP	Toyota	Prius	2010	RV60 QPP	14764
GM11 QKD	Toyota	Yaris	2011	GM11 QKD	7594
PB15 LBU	Toyota	gt86	2015	PB15 LBU	23040
SI06 IJI	Toyota	Verso	2006	SI06 IJI	5133
OS09 TUC	Ford	Galaxy	2009	OS09 TUC	12736
TQ09 SYF	Toyota	RAV4	2009	TQ09 SYF	10539
RP63 OBR	Ford	Mondeo	2013	RP63 OBR	15652
OY58 WEM	Toyota	Yaris	2008	OY58 WEM	4673
QA16 TOW	Ford	Galaxy	2016	QA16 TOW	27277
BU13 IKO	Toyota	gt86	2013	BU13 IKO	19238
DU56 MYO	Toyota	Prius	2006	DU56 MYO	6089
AM63 DBB	Toyota	Yaris	2013	AM63 DBB	8876
XD10 HWD	Toyota	RAV4	2010	XD10 HWD	12048
BE64 PEU	Ford	Galaxy	2014	BE64 PEU	21832
NN11 MPQ	Ford	Galaxy	2011	NN11 MPQ	16036
HX15 MHX	Toyota	RAV4	2015	HX15 MHX	20438
AO65 DBV	Toyota	gt86	2015	AO65 DBV	22080
FU56 XFJ	Ford	Focus	2006	FU56 XFJ	4329
LU65 ZXA	Toyota	Verso	2015	LU65 ZXA	15694
XZ10 JGN	Toyota	Verso	2010	XZ10 JGN	9572
MO56 FDU	Ford	Mondeo	2006	MO56 FDU	4819
GC09 XHA	Ford	Focus	2009	GC09 XHA	8667
SF65 TUC	Ford	Galaxy	2015	SF65 TUC	24793
SU11 BQY	Toyota	Yaris	2011	SU11 BQY	7007
IT09 WTX	Toyota	RAV4	2009	IT09 WTX	11004
RP66 UJH	Toyota	Auris	2016	RP66 UJH	14729
IK10 OMA	Toyota	RAV4	2010	IK10 OMA	11930
XC16 WUC	Ford	Focus	2016	XC16 WUC	18879
LZ15 TYU	Toyota	gt86	2015	LZ15 TYU	21718
BV13 GTT	Ford	Galaxy	2013	BV13 GTT	20648
MS57 NHB	Toyota	RAV4	2007	MS57 NHB	8180
ZX16 KKA	Ford	Focus	2016	ZX16 KKA	19167
HS15 ELY	Toyota	RAV4	2015	HS15 ELY	21191
FU65 KSY	Ford	Mondeo	2015	FU65 KSY	18473
VJ08 ZBR	Ford	Galaxy	2008	VJ08 ZBR	11058
TY66 MGR	Toyota	Prius	2016	TY66 MGR	26608
LG09 WUV	Toyota	gt86	2009	LG09 WUV	11361
UQ61 WZP	Toyota	Verso	2011	UQ61 WZP	11005
KC55 QSN	Toyota	Yaris	2005	KC55 QSN	1784
DZ64 RFE	Toyota	Auris	2014	DZ64 RFE	12741
UB06 PSN	Toyota	Verso	2006	UB06 PSN	4632
IH08 GUY	Toyota	Prius	2008	IH08 GUY	10349
NY57 SOB	Toyota	RAV4	2007	NY57 SOB	7365
MM06 LWE	Ford	Focus	2006	MM06 LWE	5495
FU60 MRG	Toyota	gt86	2010	FU60 MRG	14141
ZQ16 SQP	Toyota	RAV4	2016	ZQ16 SQP	23422
IZ60 ZPH	Toyota	gt86	2010	IZ60 ZPH	13441
YQ13 ONR	Toyota	Prius	2013	YQ13 ONR	19269
SM59 NTX	Ford	Mondeo	2009	SM59 NTX	9648
TW08 HQC	Toyota	Prius	2008	TW08 HQC	10955
YI10 KGR	Ford	Mondeo	2010	YI10 KGR	11186
XA63 UUD	Ford	Focus	2013	XA63 UUD	14763
QX57 PWU	Toyota	Auris	2007	QX57 PWU	5496
NR63 NIY	Ford	Mondeo	2013	NR63 NIY	15310
TH16 TFY	Ford	Mustang	2016	TH16 TFY	30606
UB07 QKT	Ford	Galaxy	2007	UB07 QKT	7994
NY13 OHM	Ford	Galaxy	2013	NY13 OHM	19973
QH60 TPC	Toyota	Prius	2010	QH60 TPC	14767
PN65 VHM	Ford	Mustang	2015	PN65 VHM	28465
WB64 QDG	Ford	Mondeo	2014	WB64 QDG	18090
ER57 IKS	Toyota	Prius	2007	ER57 IKS	7855
NT65 JJJ	Toyota	Auris	2015	NT65 JJJ	14416
WB07 VJQ	Ford	Galaxy	2007	WB07 VJQ	9048
NU60 GCD	Ford	Focus	2010	NU60 GCD	10482
KZ65 HIM	Toyota	gt86	2015	KZ65 HIM	21875
XN16 UKW	Ford	Mondeo	2016	XN16 UKW	21283
KO14 NZL	Toyota	Auris	2014	KO14 NZL	12512
QP56 HKJ	Toyota	Auris	2006	QP56 HKJ	3696
QS14 WRW	Ford	Galaxy	2014	QS14 WRW	22626
GO66 FTH	Ford	Focus	2016	GO66 FTH	19198
ZK10 LQD	Ford	Mustang	2010	ZK10 LQD	17790
NO64 LVN	Ford	Galaxy	2014	NO64 LVN	22898
PS56 XBY	Toyota	Auris	2006	PS56 XBY	3708
DV11 MKO	Ford	Mustang	2011	DV11 MKO	19235
DE13 JQJ	Ford	Mustang	2013	DE13 JQJ	23436
QN13 XVB	Ford	Focus	2013	QN13 XVB	14485
MK55 DND	Ford	Galaxy	2005	MK55 DND	4173
IN57 SOZ	Toyota	Yaris	2007	IN57 SOZ	3498
YL09 MRO	Toyota	Auris	2009	YL09 MRO	7217
NN05 VWQ	Ford	Mondeo	2005	NN05 VWQ	4335
JC60 MAI	Ford	Mustang	2010	JC60 MAI	16541
RN55 QJA	Toyota	Verso	2005	RN55 QJA	2953
CP58 BYO	Ford	Mondeo	2008	CP58 BYO	8925
IZ06 XIW	Toyota	Verso	2006	IZ06 XIW	4609
IZ09 UNY	Toyota	Prius	2009	IZ09 UNY	11933
WT14 LHO	Toyota	gt86	2014	WT14 LHO	21229
KQ10 PXV	Ford	Mustang	2010	KQ10 PXV	18157
DG10 LFU	Toyota	Verso	2010	DG10 LFU	9487
AA13 IAG	Toyota	Prius	2013	AA13 IAG	20027
YI14 CIE	Toyota	RAV4	2014	YI14 CIE	18918
NV63 XCA	Ford	Focus	2013	NV63 XCA	15251
BO12 SUI	Toyota	Auris	2012	BO12 SUI	10767
FG65 JNY	Ford	Mondeo	2015	FG65 JNY	19068
NO59 BDD	Toyota	gt86	2009	NO59 BDD	11196
QZ05 JXQ	Toyota	Yaris	2005	QZ05 JXQ	1872
FP63 ELT	Toyota	Prius	2013	FP63 ELT	20468
TP56 FRB	Ford	Mondeo	2006	TP56 FRB	5516
HK56 LBC	Toyota	Auris	2006	HK56 LBC	4326
JZ66 QHU	Toyota	Auris	2016	JZ66 QHU	14735
MD09 BSL	Ford	Focus	2009	MD09 BSL	8521
OD06 WKK	Toyota	Verso	2006	OD06 WKK	4612
AV08 ZTV	Ford	Mustang	2008	AV08 ZTV	11590
MA55 NDP	Toyota	Prius	2005	MA55 NDP	3887
WS06 TDI	Toyota	Auris	2006	WS06 TDI	3821
AB07 YHY	Toyota	Auris	2007	AB07 YHY	4823
UI61 QAE	Toyota	Verso	2011	UI61 QAE	10421
PW16 FEM	Toyota	Auris	2016	PW16 FEM	15036
ZN08 LZV	Ford	Mondeo	2008	ZN08 LZV	8305
WR58 KVE	Ford	Mondeo	2008	WR58 KVE	9066
FQ06 EIP	Toyota	gt86	2006	FQ06 EIP	6586
UI06 PCO	Toyota	gt86	2006	UI06 PCO	6192
TD57 CUH	Ford	Focus	2007	TD57 CUH	5921
VA60 YFE	Toyota	Yaris	2010	VA60 YFE	6213
BC09 DCI	Toyota	gt86	2009	BC09 DCI	11054
HL59 JXW	Toyota	gt86	2009	HL59 JXW	11474
AU57 CAN	Ford	Mondeo	2007	AU57 CAN	6099
KA61 UAP	Ford	Galaxy	2011	KA61 UAP	15927
DQ66 XSG	Ford	Mondeo	2016	DQ66 XSG	20122
BE16 RSQ	Toyota	Yaris	2016	BE16 RSQ	11589
YD13 KOJ	Toyota	Yaris	2013	YD13 KOJ	9329
AX59 DFF	Toyota	Yaris	2009	AX59 DFF	5209
LZ09 ANQ	Toyota	Prius	2009	LZ09 ANQ	11960
NV56 CRR	Ford	Mustang	2006	NV56 CRR	8959
VU14 XXL	Toyota	Prius	2014	VU14 XXL	22809
ZI05 WAC	Toyota	gt86	2005	ZI05 WAC	4560
CZ56 TJO	Ford	Mondeo	2006	CZ56 TJO	6066
SD56 FHI	Ford	Mustang	2006	SD56 FHI	7291
BA65 UNI	Toyota	Yaris	2015	BA65 UNI	10372
YO13 RNQ	Toyota	Yaris	2013	YO13 RNQ	9118
YN08 XEO	Ford	Focus	2008	YN08 XEO	8042
NO66 RGR	Ford	Mustang	2016	NO66 RGR	31440
UN64 XNF	Toyota	Prius	2014	UN64 XNF	22584
AJ07 FMS	Ford	Mondeo	2007	AJ07 FMS	7388
WH11 LPV	Toyota	gt86	2011	WH11 LPV	15152
BK14 YIZ	Ford	Focus	2014	BK14 YIZ	16485
XF55 ROZ	Ford	Mondeo	2005	XF55 ROZ	4517
GV16 KSH	Ford	Mustang	2016	GV16 KSH	31616
VJ13 XRA	Toyota	Yaris	2013	VJ13 XRA	8743
VA66 YAT	Toyota	Verso	2016	VA66 YAT	16985
WO11 EQX	Ford	Focus	2011	WO11 EQX	11790
OR14 TSZ	Ford	Mustang	2014	OR14 TSZ	26911
EZ13 GBQ	Ford	Focus	2013	EZ13 GBQ	15047
HT60 TDJ	Ford	Mondeo	2010	HT60 TDJ	10944
YX15 OFX	Toyota	Auris	2015	YX15 OFX	14491
VK15 PAI	Toyota	Auris	2015	VK15 PAI	14286
UK12 ORP	Ford	Galaxy	2012	UK12 ORP	19738
QQ09 OPJ	Toyota	RAV4	2009	QQ09 OPJ	10328
PK08 DHA	Ford	Mondeo	2008	PK08 DHA	8014
XJ08 JKQ	Toyota	RAV4	2008	XJ08 JKQ	9132
AZ57 TIP	Ford	Galaxy	2007	AZ57 TIP	9730
DN57 UYC	Ford	Mustang	2007	DN57 UYC	10876
WK10 YNH	Toyota	Yaris	2010	WK10 YNH	6656
XG63 EUY	Toyota	Prius	2013	XG63 EUY	20090
NL08 XOP	Ford	Galaxy	2008	NL08 XOP	9994
ML59 FNT	Ford	Galaxy	2009	ML59 FNT	13364
NZ55 OGU	Ford	Mondeo	2005	NZ55 OGU	3789
BQ60 NOV	Toyota	Yaris	2010	BQ60 NOV	6119
XI57 IBC	Toyota	Verso	2007	XI57 IBC	5715
NQ58 WEL	Toyota	Prius	2008	NQ58 WEL	10844
WU06 HMY	Ford	Mustang	2006	WU06 HMY	8968
PI08 OKH	Toyota	gt86	2008	PI08 OKH	9783
PF66 NEO	Ford	Galaxy	2016	PF66 NEO	27084
XN07 KAT	Toyota	Auris	2007	XN07 KAT	5475
HM05 OKT	Toyota	Auris	2005	HM05 OKT	3098
YQ05 QXV	Ford	Galaxy	2005	YQ05 QXV	4085
EJ62 PEZ	Ford	Mustang	2012	EJ62 PEZ	21342
CB63 UYJ	Ford	Mondeo	2013	CB63 UYJ	16570
BT14 ESG	Ford	Mustang	2014	BT14 ESG	25211
VB16 XFB	Toyota	Verso	2016	VB16 XFB	17648
CZ58 OZA	Ford	Focus	2008	CZ58 OZA	7423
PD09 QKG	Toyota	RAV4	2009	PD09 QKG	10228
DT65 PIX	Toyota	Prius	2015	DT65 PIX	24415
IY12 ORH	Toyota	Verso	2012	IY12 ORH	12759
HR10 CSF	Toyota	Yaris	2010	HR10 CSF	6406
ZA58 NYZ	Toyota	Yaris	2008	ZA58 NYZ	5131
JF57 DFN	Toyota	RAV4	2007	JF57 DFN	8491
YO61 GZU	Ford	Focus	2011	YO61 GZU	12271
BB65 MFL	Ford	Focus	2015	BB65 MFL	17019
AS66 HFU	Ford	Focus	2016	AS66 HFU	18216
QR61 POT	Ford	Galaxy	2011	QR61 POT	16087
FX14 KHU	Toyota	Verso	2014	FX14 KHU	15274
RQ58 RLG	Toyota	Auris	2008	RQ58 RLG	5974
SG13 JJN	Toyota	Auris	2013	SG13 JJN	11271
WZ62 PCH	Toyota	Yaris	2012	WZ62 PCH	8305
TO55 HPQ	Toyota	Verso	2005	TO55 HPQ	3466
SA07 UIK	Toyota	Verso	2007	SA07 UIK	5649
ID15 TPV	Toyota	Verso	2015	ID15 TPV	16292
QN61 NWP	Ford	Focus	2011	QN61 NWP	11880
AK08 ZQA	Toyota	Prius	2008	AK08 ZQA	10300
TL10 WQZ	Ford	Focus	2010	TL10 WQZ	10812
IJ07 RUF	Toyota	Yaris	2007	IJ07 RUF	3809
UG58 ZSF	Toyota	Verso	2008	UG58 ZSF	7146
LQ13 SAT	Toyota	Prius	2013	LQ13 SAT	19820
PP57 LLO	Toyota	Prius	2007	PP57 LLO	7959
XN60 WTK	Ford	Mustang	2010	XN60 WTK	17471
PA57 KIM	Toyota	Auris	2007	PA57 KIM	4586
TK13 XNY	Toyota	Verso	2013	TK13 XNY	13862
XH08 IQV	Ford	Mustang	2008	XH08 IQV	11603
YY56 DKG	Ford	Galaxy	2006	YY56 DKG	7148
XH60 BFW	Toyota	RAV4	2010	XH60 BFW	13227
HZ59 LCS	Toyota	RAV4	2009	HZ59 LCS	11001
GT13 XQA	Toyota	Auris	2013	GT13 XQA	12203
NN65 NKV	Ford	Galaxy	2015	NN65 NKV	25629
KE61 NHE	Ford	Mustang	2011	KE61 NHE	18820
QB14 XBO	Toyota	Yaris	2014	QB14 XBO	9929
ME12 TOX	Toyota	Prius	2012	ME12 TOX	19034
WG12 MBP	Ford	Galaxy	2012	WG12 MBP	19596
AZ13 ZXQ	Toyota	gt86	2013	AZ13 ZXQ	19725
DG56 OTF	Toyota	gt86	2006	DG56 OTF	6611
RI15 TAB	Ford	Mustang	2015	RI15 TAB	28287
QM10 QSK	Ford	Galaxy	2010	QM10 QSK	15271
QK63 KVB	Ford	Mustang	2013	QK63 KVB	24988
IW56 NII	Ford	Galaxy	2006	IW56 NII	7754
TS13 FNU	Toyota	Verso	2013	TS13 FNU	13475
IO08 OSG	Toyota	Verso	2008	IO08 OSG	7020
OU09 OBE	Ford	Mustang	2009	OU09 OBE	15782
KD09 AEP	Ford	Galaxy	2009	KD09 AEP	12639
ZX08 QGV	Ford	Focus	2008	ZX08 QGV	7380
AI65 GCD	Toyota	Prius	2015	AI65 GCD	23614
DF56 WWX	Ford	Focus	2006	DF56 WWX	4482
LT55 XPJ	Toyota	gt86	2005	LT55 XPJ	4355
RP06 IEJ	Toyota	Prius	2006	RP06 IEJ	7029
KH58 WED	Ford	Mustang	2008	KH58 WED	13478
EU09 TAW	Ford	Mustang	2009	EU09 TAW	14041
GD10 GLX	Ford	Mondeo	2010	GD10 GLX	11241
VU16 IGA	Ford	Mustang	2016	VU16 IGA	29751
NN66 KEM	Ford	Galaxy	2016	NN66 KEM	26053
JE65 RLO	Toyota	RAV4	2015	JE65 RLO	21569
WX55 TZE	Ford	Galaxy	2005	WX55 TZE	4072
LK56 OBG	Ford	Focus	2006	LK56 OBG	4695
OB13 WUK	Ford	Mustang	2013	OB13 WUK	24384
YJ12 GKF	Toyota	Yaris	2012	YJ12 GKF	7884
JD08 OZS	Ford	Galaxy	2008	JD08 OZS	9923
BN55 JOM	Ford	Mustang	2005	BN55 JOM	5928
IT11 QOQ	Toyota	Verso	2011	IT11 QOQ	11442
NH09 DUP	Toyota	Yaris	2009	NH09 DUP	5318
SP64 HOA	Ford	Mondeo	2014	SP64 HOA	16875
TI07 SUQ	Toyota	Verso	2007	TI07 SUQ	6019
SK63 VNZ	Ford	Focus	2013	SK63 VNZ	14470
NJ63 TEU	Toyota	gt86	2013	NJ63 TEU	18932
XB63 TSG	Toyota	Yaris	2013	XB63 TSG	9419
BL12 UYT	Ford	Focus	2012	BL12 UYT	12974
QM55 TSM	Toyota	Auris	2005	QM55 TSM	2521
CG66 NYX	Ford	Mondeo	2016	CG66 NYX	21126
RP61 YMU	Ford	Mustang	2011	RP61 YMU	19736
PA60 EJT	Ford	Galaxy	2010	PA60 EJT	14654
RY07 UTT	Toyota	RAV4	2007	RY07 UTT	8336
HS08 VAU	Ford	Mondeo	2008	HS08 VAU	8926
BT16 SEJ	Toyota	RAV4	2016	BT16 SEJ	22473
NT56 GJI	Toyota	Yaris	2006	NT56 GJI	2988
SF55 EVX	Ford	Galaxy	2005	SF55 EVX	3980
UO60 WNR	Ford	Mustang	2010	UO60 WNR	18179
LT56 QMM	Toyota	Verso	2006	LT56 QMM	4028
JV64 YXP	Toyota	Prius	2014	JV64 YXP	22451
LW56 HLQ	Toyota	gt86	2006	LW56 HLQ	5681
FQ05 GJA	Toyota	gt86	2005	FQ05 GJA	5062
ZV08 RMP	Ford	Mondeo	2008	ZV08 RMP	8560
DO60 AWX	Ford	Galaxy	2010	DO60 AWX	14511
CU61 SJR	Toyota	RAV4	2011	CU61 SJR	14164
SL57 EWC	Toyota	Verso	2007	SL57 EWC	5329
XZ07 CMX	Ford	Galaxy	2007	XZ07 CMX	7953
SB08 JXN	Toyota	gt86	2008	SB08 JXN	9387
DB60 DMJ	Ford	Galaxy	2010	DB60 DMJ	14501
WJ07 LBD	Ford	Galaxy	2007	WJ07 LBD	8144
UA15 FET	Toyota	RAV4	2015	UA15 FET	21395
DW11 NSK	Ford	Focus	2011	DW11 NSK	11167
SM14 ITX	Toyota	Prius	2014	SM14 ITX	21653
TR10 JQW	Toyota	gt86	2010	TR10 JQW	12705
RF58 FZH	Ford	Mondeo	2008	RF58 FZH	8041
OW65 PUV	Toyota	Yaris	2015	OW65 PUV	10763
SI60 TMK	Toyota	RAV4	2010	SI60 TMK	13503
YK09 ZPG	Toyota	gt86	2009	YK09 ZPG	12017
IV62 CZA	Toyota	RAV4	2012	IV62 CZA	16790
CN07 JSC	Toyota	gt86	2007	CN07 JSC	7252
JT11 YUS	Ford	Mustang	2011	JT11 YUS	18491
WG58 FUY	Ford	Focus	2008	WG58 FUY	7656
SS66 XKK	Toyota	Auris	2016	SS66 XKK	15229
OC07 DTX	Toyota	Verso	2007	OC07 DTX	6066
UY13 BYP	Toyota	RAV4	2013	UY13 BYP	18347
LL12 RXX	Toyota	Yaris	2012	LL12 RXX	7892
KZ66 GGD	Ford	Mondeo	2016	KZ66 GGD	19887
TH15 DKX	Ford	Mondeo	2015	TH15 DKX	19413
PW16 UCP	Toyota	gt86	2016	PW16 UCP	25158
XX57 CMQ	Ford	Focus	2007	XX57 CMQ	6363
KJ11 CZE	Ford	Focus	2011	KJ11 CZE	11240
TA14 ZBI	Ford	Mondeo	2014	TA14 ZBI	17721
UN57 RXU	Toyota	RAV4	2007	UN57 RXU	6989
DX12 ACW	Ford	Galaxy	2012	DX12 ACW	18524
IG60 YSO	Toyota	Yaris	2010	IG60 YSO	6347
IC08 DBH	Toyota	Auris	2008	IC08 DBH	6327
RD64 YQU	Ford	Galaxy	2014	RD64 YQU	23708
WK12 MYF	Toyota	Yaris	2012	WK12 MYF	8574
MA65 VYZ	Ford	Mustang	2015	MA65 VYZ	27520
VJ57 MZY	Ford	Focus	2007	VJ57 MZY	6672
FY59 IBN	Toyota	Verso	2009	FY59 IBN	8510
PN55 LYU	Toyota	Prius	2005	PN55 LYU	5410
LJ06 LLO	Toyota	Verso	2006	LJ06 LLO	4567
NH11 KZR	Ford	Mondeo	2011	NH11 KZR	13384
ZW13 AQU	Toyota	RAV4	2013	ZW13 AQU	18563
GE07 QGT	Toyota	gt86	2007	GE07 QGT	8550
GZ06 EJY	Toyota	Yaris	2006	GZ06 EJY	3234
FL64 VEZ	Toyota	Verso	2014	FL64 VEZ	14411
OR57 WKX	Ford	Focus	2007	OR57 WKX	6820
DF14 UMV	Ford	Mondeo	2014	DF14 UMV	17372
AH63 QMC	Toyota	gt86	2013	AH63 QMC	19661
PG13 VVC	Toyota	gt86	2013	PG13 VVC	18834
SL62 DLH	Ford	Galaxy	2012	SL62 DLH	18932
ND66 FEC	Ford	Mondeo	2016	ND66 FEC	21218
DU05 QXW	Toyota	Verso	2005	DU05 QXW	3613
PD55 HBV	Ford	Mustang	2005	PD55 HBV	5553
MX12 NIO	Toyota	Auris	2012	MX12 NIO	10608
RE07 ZNP	Ford	Focus	2007	RE07 ZNP	5952
ET08 ITO	Toyota	Prius	2008	ET08 ITO	10051
OT13 YGZ	Toyota	Yaris	2013	OT13 YGZ	9162
NO60 MDQ	Ford	Galaxy	2010	NO60 MDQ	15081
AR10 REH	Toyota	gt86	2010	AR10 REH	14122
OK64 EDY	Toyota	Auris	2014	OK64 EDY	13269
WJ10 WQD	Toyota	RAV4	2010	WJ10 WQD	13571
PW05 RFB	Ford	Mustang	2005	PW05 RFB	5793
YO08 CXI	Toyota	Verso	2008	YO08 CXI	7591
SP06 VMN	Ford	Mondeo	2006	SP06 VMN	6047
WZ63 AEY	Toyota	Prius	2013	WZ63 AEY	19795
CE65 RJG	Toyota	Yaris	2015	CE65 RJG	10791
GQ57 MKL	Toyota	RAV4	2007	GQ57 MKL	7190
PX57 UAJ	Ford	Mondeo	2007	PX57 UAJ	6757
MU64 QZH	Ford	Galaxy	2014	MU64 QZH	21940
TY58 EXV	Ford	Mustang	2008	TY58 EXV	13167
EJ13 OLO	Toyota	RAV4	2013	EJ13 OLO	17320
KB05 VPU	Toyota	Auris	2005	KB05 VPU	2978
RA58 WFK	Toyota	Verso	2008	RA58 WFK	7113
GT57 LZA	Ford	Mustang	2007	GT57 LZA	9638
HQ55 FZO	Ford	Focus	2005	HQ55 FZO	3916
XV58 KXN	Ford	Focus	2008	XV58 KXN	7124
SA08 XNL	Toyota	Verso	2008	SA08 XNL	6838
CS66 MLE	Ford	Mondeo	2016	CS66 MLE	20980
RD06 BOR	Ford	Mondeo	2006	RD06 BOR	4980
ZU06 RIU	Toyota	RAV4	2006	ZU06 RIU	6472
IA59 EQW	Toyota	RAV4	2009	IA59 EQW	11555
YE57 JCN	Toyota	gt86	2007	YE57 JCN	7599
NL12 GYI	Ford	Focus	2012	NL12 GYI	13804
CM64 XPY	Toyota	Verso	2014	CM64 XPY	14484
LZ58 UFK	Toyota	Auris	2008	LZ58 UFK	6718
ZD15 FPM	Ford	Focus	2015	ZD15 FPM	17543
KR59 MNK	Ford	Focus	2009	KR59 MNK	8683
KK57 KCP	Ford	Focus	2007	KK57 KCP	5932
QC62 PQD	Ford	Galaxy	2012	QC62 PQD	19730
ZF15 JAS	Ford	Focus	2015	ZF15 JAS	16772
OQ64 TNF	Toyota	gt86	2014	OQ64 TNF	21639
HV06 JJC	Ford	Focus	2006	HV06 JJC	5239
XW15 UHI	Ford	Focus	2015	XW15 UHI	17828
MY11 CVN	Ford	Mustang	2011	MY11 CVN	18455
DG56 YZP	Ford	Mustang	2006	DG56 YZP	7178
AJ65 OGK	Toyota	Verso	2015	AJ65 OGK	15687
GT11 YFJ	Ford	Focus	2011	GT11 YFJ	11432
CX06 ESG	Toyota	Prius	2006	CX06 ESG	6106
ZA65 UUQ	Toyota	Yaris	2015	ZA65 UUQ	10963
WH05 ZQJ	Ford	Galaxy	2005	WH05 ZQJ	5017
JH60 OUP	Toyota	Prius	2010	JH60 OUP	14621
WZ14 ZNM	Toyota	RAV4	2014	WZ14 ZNM	19659
IP15 PZK	Ford	Focus	2015	IP15 PZK	17388
YT16 QPI	Toyota	Yaris	2016	YT16 QPI	11267
RO61 VLT	Toyota	Verso	2011	RO61 VLT	11324
KW06 PJE	Ford	Mondeo	2006	KW06 PJE	5738
ZN15 QAY	Toyota	Verso	2015	ZN15 QAY	15845
YY58 AKI	Ford	Focus	2008	YY58 AKI	8226
OO13 OSG	Toyota	RAV4	2013	OO13 OSG	18585
SQ66 QEX	Toyota	Yaris	2016	SQ66 QEX	11713
RT61 OJW	Toyota	Yaris	2011	RT61 OJW	7455
UU09 JOV	Ford	Mondeo	2009	UU09 JOV	9575
FB63 QRS	Ford	Galaxy	2013	FB63 QRS	20426
IG05 QOL	Ford	Mondeo	2005	IG05 QOL	3607
IU08 BRO	Toyota	RAV4	2008	IU08 BRO	8850
UL06 RUS	Toyota	Auris	2006	UL06 RUS	3662
BM61 LHG	Ford	Focus	2011	BM61 LHG	12204
BC55 KAP	Ford	Galaxy	2005	BC55 KAP	4098
VE57 GYX	Toyota	Yaris	2007	VE57 GYX	4210
WL12 NBM	Toyota	gt86	2012	WL12 NBM	16854
VU07 OYT	Toyota	Auris	2007	VU07 OYT	4932
FB56 RXD	Ford	Galaxy	2006	FB56 RXD	6058
SG08 RLZ	Toyota	Verso	2008	SG08 RLZ	7672
YQ15 RNH	Ford	Mustang	2015	YQ15 RNH	29115
MH63 RUU	Toyota	Verso	2013	MH63 RUU	13453
ZQ06 DUG	Toyota	Verso	2006	ZQ06 DUG	5155
IO14 QAS	Ford	Galaxy	2014	IO14 QAS	22503
MP12 EDR	Ford	Focus	2012	MP12 EDR	12516
NB05 PUO	Toyota	gt86	2005	NB05 PUO	5208
FN11 OTA	Ford	Galaxy	2011	FN11 OTA	16413
VC09 TPO	Ford	Mustang	2009	VC09 TPO	15648
VH59 CMA	Ford	Galaxy	2009	VH59 CMA	12612
WG05 AVE	Ford	Mustang	2005	WG05 AVE	4724
QF62 KBO	Toyota	Auris	2012	QF62 KBO	10949
HJ59 RZA	Toyota	Auris	2009	HJ59 RZA	7754
BS05 PEL	Ford	Focus	2005	BS05 PEL	3032
VV05 IVO	Toyota	Yaris	2005	VV05 IVO	1755
QB05 NLK	Toyota	Yaris	2005	QB05 NLK	2167
RX61 LZL	Toyota	Yaris	2011	RX61 LZL	7500
HQ12 FFV	Ford	Focus	2012	HQ12 FFV	13495
QR07 FOB	Toyota	Verso	2007	QR07 FOB	5923
DH61 MFD	Ford	Galaxy	2011	DH61 MFD	17803
NI55 HOJ	Toyota	Yaris	2005	NI55 HOJ	1743
IH55 AIF	Ford	Focus	2005	IH55 AIF	3857
RW14 OJO	Toyota	gt86	2014	RW14 OJO	20388
VJ62 UOW	Toyota	Verso	2012	VJ62 UOW	12503
LP64 WCQ	Ford	Mustang	2014	LP64 WCQ	25100
HG66 DKF	Toyota	RAV4	2016	HG66 DKF	22654
TJ15 LXF	Toyota	Prius	2015	TJ15 LXF	23099
WK59 WPC	Ford	Galaxy	2009	WK59 WPC	13492
OA12 HCJ	Ford	Focus	2012	OA12 HCJ	12732
GR11 PHW	Ford	Focus	2011	GR11 PHW	11283
HF60 YJM	Ford	Galaxy	2010	HF60 YJM	15556
MX61 FGH	Toyota	Verso	2011	MX61 FGH	10775
YH60 TGE	Toyota	Verso	2010	YH60 TGE	9395
EG62 JFH	Toyota	RAV4	2012	EG62 JFH	16206
SU60 UPS	Toyota	Verso	2010	SU60 UPS	9386
QS05 UKV	Ford	Galaxy	2005	QS05 UKV	4249
MP55 IXS	Ford	Focus	2005	MP55 IXS	3251
OM64 QMO	Toyota	Yaris	2014	OM64 QMO	10135
YZ56 OZF	Ford	Mustang	2006	YZ56 OZF	7401
OW61 ZUG	Toyota	Verso	2011	OW61 ZUG	11514
EZ14 PFC	Toyota	gt86	2014	EZ14 PFC	19893
PB05 UGQ	Toyota	Yaris	2005	PB05 UGQ	2342
ZE55 NZU	Toyota	gt86	2005	ZE55 NZU	4035
XR08 KWK	Toyota	Prius	2008	XR08 KWK	10410
TS05 VEB	Ford	Mondeo	2005	TS05 VEB	3244
HL58 TXW	Ford	Mustang	2008	HL58 TXW	13413
MY63 HLS	Ford	Mustang	2013	MY63 HLS	24541
ZW66 ORZ	Toyota	gt86	2016	ZW66 ORZ	24930
HZ13 ZGO	Toyota	Auris	2013	HZ13 ZGO	11817
EE10 FFB	Toyota	Verso	2010	EE10 FFB	9201
OH09 QOT	Ford	Focus	2009	OH09 QOT	9176
FZ65 TIY	Toyota	RAV4	2015	FZ65 TIY	20910
ZQ56 ZTW	Ford	Mondeo	2006	ZQ56 ZTW	4737
PH06 BNK	Ford	Mondeo	2006	PH06 BNK	5332
TK16 YXN	Toyota	Auris	2016	TK16 YXN	14812
IM57 LHR	Toyota	RAV4	2007	IM57 LHR	7580
BP58 GBO	Toyota	Verso	2008	BP58 GBO	6655
BA12 FDD	Toyota	Prius	2012	BA12 FDD	18884
JU60 VWN	Ford	Mustang	2010	JU60 VWN	16690
EC66 YDP	Toyota	Verso	2016	EC66 YDP	17960
HC13 GPG	Toyota	Yaris	2013	HC13 GPG	8961
HE66 PVL	Toyota	RAV4	2016	HE66 PVL	22477
IX55 KIA	Ford	Mondeo	2005	IX55 KIA	3992
RO63 FOH	Ford	Mustang	2013	RO63 FOH	24744
GN08 CLW	Toyota	Prius	2008	GN08 CLW	10786
SW59 JGG	Toyota	Verso	2009	SW59 JGG	8806
YN63 MYP	Toyota	Auris	2013	YN63 MYP	12198
PL56 ANE	Toyota	Auris	2006	PL56 ANE	4157
GL11 NAY	Toyota	Prius	2011	GL11 NAY	16902
IM65 EMB	Ford	Focus	2015	IM65 EMB	17869
AI15 JWY	Ford	Galaxy	2015	AI15 JWY	25294
MW60 RSY	Toyota	Verso	2010	MW60 RSY	10156
RU14 CKU	Toyota	Auris	2014	RU14 CKU	13210
QX16 VSF	Ford	Mondeo	2016	QX16 VSF	20303
RI12 YLV	Toyota	gt86	2012	RI12 YLV	17337
ML62 URT	Toyota	Auris	2012	ML62 URT	11059
UE16 THX	Ford	Galaxy	2016	UE16 THX	26177
LC64 DAC	Toyota	RAV4	2014	LC64 DAC	19726
HS57 YVK	Ford	Galaxy	2007	HS57 YVK	8151
CK06 PBQ	Toyota	gt86	2006	CK06 PBQ	7177
LM06 WUA	Ford	Focus	2006	LM06 WUA	4851
XX15 PBF	Toyota	gt86	2015	XX15 PBF	23169
ST13 YBU	Ford	Focus	2013	ST13 YBU	14357
VC63 HSO	Ford	Mustang	2013	VC63 HSO	23229
BT11 WQE	Toyota	gt86	2011	BT11 WQE	15510
OH62 ZJU	Toyota	Verso	2012	OH62 ZJU	11980
XD64 WNQ	Ford	Galaxy	2014	XD64 WNQ	23293
PQ05 QZZ	Toyota	Yaris	2005	PQ05 QZZ	2360
PZ09 SWY	Ford	Galaxy	2009	PZ09 SWY	13840
OF13 HDQ	Toyota	Verso	2013	OF13 HDQ	13425
RA66 UNX	Ford	Mustang	2016	RA66 UNX	31277
PW16 BSA	Toyota	Prius	2016	PW16 BSA	25263
AL06 GTC	Ford	Mondeo	2006	AL06 GTC	5072
GS10 EUV	Toyota	Yaris	2010	GS10 EUV	6828
VY58 OMC	Toyota	Auris	2008	VY58 OMC	5623
LW56 DED	Ford	Mondeo	2006	LW56 DED	5101
DI14 LFB	Toyota	Auris	2014	DI14 LFB	13300
KP56 TPZ	Ford	Mondeo	2006	KP56 TPZ	5232
QZ09 OHB	Ford	Mondeo	2009	QZ09 OHB	10444
QU66 DJM	Ford	Focus	2016	QU66 DJM	18691
QQ58 GIE	Toyota	Auris	2008	QQ58 GIE	5862
HX11 WWX	Ford	Focus	2011	HX11 WWX	11590
SR58 ROF	Ford	Focus	2008	SR58 ROF	7145
WT59 RXE	Toyota	Prius	2009	WT59 RXE	12610
KE63 OIR	Toyota	gt86	2013	KE63 OIR	18337
OP14 CLI	Ford	Focus	2014	OP14 CLI	15681
VG59 YPU	Ford	Mustang	2009	VG59 YPU	15601
QT55 MKQ	Toyota	Auris	2005	QT55 MKQ	2551
PU11 POI	Toyota	Prius	2011	PU11 POI	15737
XX08 KIK	Toyota	gt86	2008	XX08 KIK	9216
KZ62 ISP	Ford	Mondeo	2012	KZ62 ISP	15027
YN65 BRL	Toyota	Prius	2015	YN65 BRL	23918
YH62 UQI	Toyota	Verso	2012	YH62 UQI	12841
AO65 HPU	Ford	Mondeo	2015	AO65 HPU	19540
VK09 LJL	Ford	Focus	2009	VK09 LJL	9185
JH57 UVR	Ford	Mustang	2007	JH57 UVR	9216
TJ12 CLM	Ford	Focus	2012	TJ12 CLM	13531
HF12 JUU	Toyota	Auris	2012	HF12 JUU	10559
PV58 XRK	Toyota	RAV4	2008	PV58 XRK	9031
JN05 PJG	Ford	Galaxy	2005	JN05 PJG	4759
PH55 LCK	Ford	Galaxy	2005	PH55 LCK	5464
ME15 CAR	Toyota	RAV4	2015	ME15 CAR	21508
OB06 JBT	Ford	Galaxy	2006	OB06 JBT	7904
UP07 TWW	Ford	Focus	2007	UP07 TWW	6365
EK15 SPJ	Toyota	Verso	2015	EK15 SPJ	16705
BB66 EGI	Toyota	RAV4	2016	BB66 EGI	22649
IM09 JYB	Ford	Mondeo	2009	IM09 JYB	9661
IO10 KQY	Ford	Mondeo	2010	IO10 KQY	11489
FZ63 WWD	Toyota	Auris	2013	FZ63 WWD	11670
TB05 RLG	Toyota	gt86	2005	TB05 RLG	3857
CD62 QMS	Toyota	Verso	2012	CD62 QMS	11883
ZI55 SMT	Toyota	Yaris	2005	ZI55 SMT	2000
GO10 KVZ	Toyota	Verso	2010	GO10 KVZ	9735
EW09 SKM	Ford	Galaxy	2009	EW09 SKM	12433
GT12 TDY	Ford	Mustang	2012	GT12 TDY	21610
NH09 IYS	Toyota	gt86	2009	NH09 IYS	10859
WV61 NQX	Ford	Galaxy	2011	WV61 NQX	16254
DQ15 WOJ	Ford	Mustang	2015	DQ15 WOJ	27383
LL57 XVF	Ford	Mondeo	2007	LL57 XVF	6239
WW11 JHZ	Toyota	gt86	2011	WW11 JHZ	15612
CC08 RPM	Toyota	Yaris	2008	CC08 RPM	4890
ZO66 QDD	Toyota	RAV4	2016	ZO66 QDD	22435
VR10 ICV	Ford	Mustang	2010	VR10 ICV	16769
ZM14 RBH	Toyota	Auris	2014	ZM14 RBH	12369
UU61 MKG	Toyota	Auris	2011	UU61 MKG	9355
MF06 GHN	Toyota	gt86	2006	MF06 GHN	5831
HO05 FXF	Ford	Mustang	2005	HO05 FXF	6609
PT11 HKX	Ford	Mondeo	2011	PT11 HKX	13554
DF09 LZX	Ford	Galaxy	2009	DF09 LZX	13349
VH63 GBH	Ford	Galaxy	2013	VH63 GBH	20272
RX13 COZ	Ford	Focus	2013	RX13 COZ	15098
SG55 WSH	Ford	Focus	2005	SG55 WSH	3934
SJ61 JIM	Toyota	RAV4	2011	SJ61 JIM	14808
LS65 QZT	Ford	Focus	2015	LS65 QZT	17811
EG12 HZX	Ford	Galaxy	2012	EG12 HZX	19177
ZC15 JVF	Ford	Mondeo	2015	ZC15 JVF	18292
XT05 QBL	Toyota	RAV4	2005	XT05 QBL	4895
TA66 FQX	Ford	Focus	2016	TA66 FQX	18807
HJ63 FOJ	Ford	Mondeo	2013	HJ63 FOJ	16114
WE61 AQD	Ford	Galaxy	2011	WE61 AQD	17811
HT65 TVO	Toyota	Auris	2015	HT65 TVO	14252
NN12 HDF	Toyota	Prius	2012	NN12 HDF	17537
GX13 UUI	Ford	Mustang	2013	GX13 UUI	23864
IG07 HLN	Ford	Mustang	2007	IG07 HLN	11137
YF16 BCN	Toyota	RAV4	2016	YF16 BCN	22595
XS05 PVX	Ford	Mustang	2005	XS05 PVX	5750
AK13 TIN	Ford	Focus	2013	AK13 TIN	14707
PQ11 XOF	Toyota	Verso	2011	PQ11 XOF	11178
YB56 NSX	Toyota	Prius	2006	YB56 NSX	6533
AV07 JOT	Toyota	gt86	2007	AV07 JOT	8767
QU61 WXA	Ford	Focus	2011	QU61 WXA	12163
BG65 PWW	Toyota	RAV4	2015	BG65 PWW	20670
RG13 TTP	Ford	Mondeo	2013	RG13 TTP	16604
LV57 DXZ	Toyota	Yaris	2007	LV57 DXZ	3739
VK08 JWQ	Ford	Galaxy	2008	VK08 JWQ	10830
UJ06 AGO	Ford	Galaxy	2006	UJ06 AGO	7537
NK08 VRW	Ford	Galaxy	2008	NK08 VRW	11281
LM63 KDG	Toyota	Prius	2013	LM63 KDG	19452
PU61 LDT	Toyota	Verso	2011	PU61 LDT	10470
FQ07 OIC	Ford	Mustang	2007	FQ07 OIC	9765
NN12 OMW	Toyota	Prius	2012	NN12 OMW	17531
LM11 JCL	Ford	Mustang	2011	LM11 JCL	18812
XJ58 ZLL	Toyota	Auris	2008	XJ58 ZLL	5667
KD59 KZE	Ford	Mustang	2009	KD59 KZE	14890
UD60 JJH	Ford	Galaxy	2010	UD60 JJH	14452
AX16 MST	Ford	Mondeo	2016	AX16 MST	20130
CG65 XZS	Ford	Focus	2015	CG65 XZS	16990
QQ12 GTD	Toyota	RAV4	2012	QQ12 GTD	16944
NY16 YBU	Toyota	Yaris	2016	NY16 YBU	11832
CZ11 SHE	Ford	Focus	2011	CZ11 SHE	12096
EM62 MGP	Ford	Mustang	2012	EM62 MGP	22729
RJ55 EGM	Toyota	Verso	2005	RJ55 EGM	2818
FA06 RZT	Toyota	gt86	2006	FA06 RZT	5765
HF13 BLY	Ford	Mondeo	2013	HF13 BLY	15546
PW11 NHV	Toyota	gt86	2011	PW11 NHV	16092
HX62 JOJ	Ford	Mustang	2012	HX62 JOJ	22340
IP14 XSC	Ford	Focus	2014	IP14 XSC	16241
MU57 QDG	Ford	Mondeo	2007	MU57 QDG	6214
NW07 CLM	Toyota	Auris	2007	NW07 CLM	4953
RZ56 VNZ	Toyota	Prius	2006	RZ56 VNZ	5888
BF64 BKE	Ford	Mondeo	2014	BF64 BKE	17309
PQ62 YMH	Ford	Focus	2012	PQ62 YMH	12976

Concatenating DataFrames using Union

If we have multiple DataFrames that we want to concatenate, we can use teh union method of a DataFrame, let’s see it in action:

from pyspark.sql import Row

df_1 = spark.createDataFrame([
    Row(a='A0', b='B0', c='C0'),
    Row(a='A1', b='B1', c='C1'),
    Row(a='A2', b='B2', c='C2'),
])

df_2 = spark.createDataFrame([
    Row(a='A3', b='B3', c='C3'),
    Row(a='A4', b='B4', c='C4'),
    Row(a='A5', b='B5', c='C5'),
])

df_combined = df_1.union(df_2)

display(df_combined)

a	b	c
A0	B0	C0
A1	B1	C1
A2	B2	C2
A3	B3	C3
A4	B4	C4
A5	B5	C5