POP247 - data catalogue

Pilot for St Lucia campus Oct 2018 - Jan 2019

1 Time

Monday 2018-12-03 00:00:00 to Sunday 2019-03-24 23:59:59 is the period where availability of data sources is highest.

2 Location

Pilot will be constrained to mesh block 30114560000 (same as SA1 30403109615)

Some official stats might be only available on SA2 level (304031096 area St Lucia)? But that will be problematic since it includes non-campus part of St Lucia.

3 Census

3.1 Resident pop (ERP)

Estimated at 2,153 people for SA1 (place of usual residence)

3.2 Working pop

Destination Zones (DZN) geography code: 310961711 (equivalent to SA1?).

Estimated population 8,695 (place of work).

These can be disaggregated by place of origin (DZN or SA2 and above)

Both resident and working pops can come split by characteristics covered in the census.

4 Nightime pop

From the Aug ’16 UQ survey:

Collating information from the websites of each of the 10 residential colleges and Unilodge yielded a resident population of 2,747 for the St Lucia Campus as of August 2016. It is assumed that the resident population represents the overnight population of the campus.

5 Cyclists & pedestrians

Automatic & manual counts are available for Green Bridge.

5.1 Data

15 minutes interval directional infrared counters for bikes and pedestrians (separately) from 2018-12-03 to 2019-03-24 23:45:00.

# A tibble: 8 × 5
  date                type        site         direction count
  <dttm>              <chr>       <chr>        <chr>     <dbl>
1 2018-12-03 00:00:00 cyclists    green_bridge inbound       0
2 2018-12-03 00:00:00 cyclists    green_bridge outbound      0
3 2018-12-03 00:00:00 pedestrians green_bridge inbound       1
4 2018-12-03 00:00:00 pedestrians green_bridge outbound      2
5 2018-12-03 00:15:00 cyclists    green_bridge inbound       0
6 2018-12-03 00:15:00 cyclists    green_bridge outbound      1
7 2018-12-03 00:15:00 pedestrians green_bridge inbound       0
8 2018-12-03 00:15:00 pedestrians green_bridge outbound      0

5.2 Results

Detailed example counts for week of 2018-12-03 across type and direction.

Overview of four months, cyclists, outbound

6 Traffic volume at intersection

6.1 Locations

Only three locations seem to be useful for the campus. One is from the busway so it might not be of much use. One might be too far from campus.

6.2 Data

BCC data on traffic counts aggregated to 15 min buckets. 14782 datapoints for the 8074 intersection are available from 2018-12-01 to 2019-04-30 23:45:00. Available variable refers to overall ‘minimum volumes’ and is recorded by 9 detectors.

# A tibble: 5 × 10
  recorded_15            d1    d2    d3    d4    d5    d6    d7    d8    d9
  <dttm>              <int> <int> <int> <int> <int> <int> <int> <int> <int>
1 2018-12-01 07:00:00    53    41    21    22     6     3    10    53    17
2 2018-12-01 07:15:00    66    57    41    20    12     5    15    69    29
3 2018-12-01 07:30:00    67    59    38    29     8     2    11    69    31
4 2018-12-01 07:45:00    84    73    83    32    11     4     6    87    42
5 2018-12-01 08:00:00    80    55    37    24     3     4    15    82    39

6.3 Results

15 minute aggregates, example of all detectors for one day

Ignoring lines, one week

Inbound traffic, complete dataset period

6.4 Limitations

• Little is known how counts are calculated

• There are some days in Dec with missing data. Days around might be affected too with partial data?

7 GoCard

7.1 Locations

Two ‘clusters’ of bus stops and ferry terminal:

7.2 Data

All the 40,165 goCard records with alighting_stop or boarding_stop variable equal to one of the locations indicated above were selected from Jan 2019 dataset. alighting_stop and alighting_time were used to get arrivals to campus and boarding_stop on campus used boarding_time indicated departures:

For IN traffic alighting_time was used as timestamp of event, and for OUT - boarding_time.

recorded_15	INOUT	count
2019-01-01 01:30:00	OUT	1
2019-01-01 02:00:00	IN	2
2019-01-01 03:45:00	IN	1
2019-01-01 05:45:00	OUT	1
2019-01-01 06:30:00	IN	1
2019-01-01 07:00:00	IN	3
2019-01-01 07:30:00	IN	1
2019-01-01 08:00:00	IN	1
2019-01-01 08:30:00	IN	3
2019-01-01 08:30:00	OUT	3
2019-01-01 09:15:00	IN	1
2019-01-01 09:15:00	OUT	1
2019-01-01 09:30:00	IN	1
2019-01-01 09:30:00	OUT	1
2019-01-01 09:45:00	IN	3
2019-01-01 10:00:00	IN	2
2019-01-01 10:00:00	OUT	3
2019-01-01 10:15:00	IN	3
2019-01-01 10:15:00	OUT	2
2019-01-01 10:30:00	IN	3
2019-01-01 10:30:00	OUT	1
2019-01-01 10:45:00	IN	2
2019-01-01 10:45:00	OUT	3
2019-01-01 11:00:00	IN	4
2019-01-01 11:00:00	OUT	3
2019-01-01 11:15:00	IN	1
2019-01-01 11:30:00	IN	1
2019-01-01 11:30:00	OUT	1
2019-01-01 11:45:00	IN	3
2019-01-01 11:45:00	OUT	2
2019-01-01 12:00:00	OUT	1
2019-01-01 12:15:00	IN	2
2019-01-01 12:15:00	OUT	3
2019-01-01 12:30:00	IN	5
2019-01-01 12:30:00	OUT	4
2019-01-01 12:45:00	IN	3
2019-01-01 12:45:00	OUT	1
2019-01-01 13:00:00	IN	4
2019-01-01 13:00:00	OUT	2
2019-01-01 13:15:00	IN	1
2019-01-01 13:15:00	OUT	2
2019-01-01 13:30:00	IN	2
2019-01-01 13:30:00	OUT	1
2019-01-01 13:45:00	IN	3
2019-01-01 13:45:00	OUT	1
2019-01-01 14:00:00	IN	2
2019-01-01 14:15:00	IN	1
2019-01-01 14:15:00	OUT	3
2019-01-01 14:30:00	OUT	2
2019-01-01 14:45:00	IN	4
2019-01-01 14:45:00	OUT	1
2019-01-01 15:00:00	IN	2
2019-01-01 15:00:00	OUT	4
2019-01-01 15:15:00	OUT	1
2019-01-01 15:30:00	IN	4
2019-01-01 15:30:00	OUT	4
2019-01-01 15:45:00	IN	3
2019-01-01 15:45:00	OUT	2
2019-01-01 16:00:00	IN	3
2019-01-01 16:00:00	OUT	1
2019-01-01 16:15:00	IN	1
2019-01-01 16:15:00	OUT	1
2019-01-01 16:30:00	IN	2
2019-01-01 16:30:00	OUT	7
2019-01-01 16:45:00	IN	4
2019-01-01 16:45:00	OUT	8
2019-01-01 17:00:00	IN	2
2019-01-01 17:15:00	IN	3
2019-01-01 17:15:00	OUT	1
2019-01-01 17:30:00	IN	1
2019-01-01 17:30:00	OUT	6
2019-01-01 17:45:00	IN	1
2019-01-01 17:45:00	OUT	3
2019-01-01 18:00:00	IN	1
2019-01-01 18:00:00	OUT	5
2019-01-01 18:15:00	IN	2
2019-01-01 18:30:00	IN	2
2019-01-01 18:30:00	OUT	7
2019-01-01 18:45:00	OUT	4
2019-01-01 19:00:00	OUT	5
2019-01-01 19:30:00	IN	3
2019-01-01 19:30:00	OUT	3
2019-01-01 20:00:00	OUT	1
2019-01-01 20:30:00	IN	1
2019-01-01 20:30:00	OUT	6
2019-01-01 21:00:00	IN	2
2019-01-01 21:15:00	OUT	2
2019-01-01 21:30:00	OUT	1
2019-01-01 21:45:00	OUT	1
2019-01-01 22:45:00	IN	1
2019-01-01 22:45:00	OUT	1
2019-01-01 23:00:00	IN	1
2019-01-01 23:15:00	IN	2
2019-01-02 06:30:00	IN	3
2019-01-02 06:45:00	IN	5
2019-01-02 07:00:00	IN	12
2019-01-02 07:00:00	OUT	1
2019-01-02 07:15:00	IN	21
2019-01-02 07:15:00	OUT	3
2019-01-02 07:30:00	IN	30
2019-01-02 07:30:00	OUT	3
2019-01-02 07:45:00	IN	42
2019-01-02 07:45:00	OUT	4
2019-01-02 08:00:00	IN	77
2019-01-02 08:00:00	OUT	4
2019-01-02 08:15:00	IN	30
2019-01-02 08:15:00	OUT	2
2019-01-02 08:30:00	IN	35
2019-01-02 08:30:00	OUT	5
2019-01-02 08:45:00	IN	28
2019-01-02 08:45:00	OUT	2
2019-01-02 09:00:00	IN	29
2019-01-02 09:00:00	OUT	1
2019-01-02 09:15:00	IN	29
2019-01-02 09:15:00	OUT	3
2019-01-02 09:30:00	IN	30
2019-01-02 09:30:00	OUT	4
2019-01-02 09:45:00	IN	14
2019-01-02 10:00:00	IN	12
2019-01-02 10:00:00	OUT	5
2019-01-02 10:15:00	IN	10
2019-01-02 10:15:00	OUT	2
2019-01-02 10:30:00	IN	18
2019-01-02 10:30:00	OUT	3
2019-01-02 10:45:00	IN	9
2019-01-02 10:45:00	OUT	1
2019-01-02 11:00:00	IN	7
2019-01-02 11:00:00	OUT	4
2019-01-02 11:15:00	IN	12
2019-01-02 11:15:00	OUT	5
2019-01-02 11:30:00	IN	12
2019-01-02 11:30:00	OUT	2
2019-01-02 11:45:00	IN	13
2019-01-02 11:45:00	OUT	6
2019-01-02 12:00:00	IN	8
2019-01-02 12:00:00	OUT	4
2019-01-02 12:15:00	IN	8
2019-01-02 12:15:00	OUT	6
2019-01-02 12:30:00	IN	14
2019-01-02 12:30:00	OUT	6
2019-01-02 12:45:00	IN	16
2019-01-02 12:45:00	OUT	14
2019-01-02 13:00:00	IN	10
2019-01-02 13:00:00	OUT	31
2019-01-02 13:15:00	IN	6
2019-01-02 13:15:00	OUT	15
2019-01-02 13:30:00	IN	3
2019-01-02 13:30:00	OUT	10
2019-01-02 13:45:00	IN	5
2019-01-02 13:45:00	OUT	11
2019-01-02 14:00:00	IN	6
2019-01-02 14:00:00	OUT	8
2019-01-02 14:15:00	IN	5
2019-01-02 14:15:00	OUT	10
2019-01-02 14:30:00	IN	2
2019-01-02 14:30:00	OUT	8
2019-01-02 14:45:00	OUT	3
2019-01-02 15:00:00	IN	4
2019-01-02 15:00:00	OUT	19
2019-01-02 15:15:00	IN	2
2019-01-02 15:15:00	OUT	13
2019-01-02 15:30:00	IN	7
2019-01-02 15:30:00	OUT	12
2019-01-02 15:45:00	IN	7
2019-01-02 15:45:00	OUT	20
2019-01-02 16:00:00	IN	2
2019-01-02 16:00:00	OUT	24
2019-01-02 16:15:00	IN	3
2019-01-02 16:15:00	OUT	33
2019-01-02 16:30:00	IN	8
2019-01-02 16:30:00	OUT	26
2019-01-02 16:45:00	IN	7
2019-01-02 16:45:00	OUT	32
2019-01-02 17:00:00	IN	2
2019-01-02 17:00:00	OUT	25
2019-01-02 17:15:00	IN	4
2019-01-02 17:15:00	OUT	29
2019-01-02 17:30:00	IN	4
2019-01-02 17:30:00	OUT	44
2019-01-02 17:45:00	IN	5
2019-01-02 17:45:00	OUT	27
2019-01-02 18:00:00	IN	2
2019-01-02 18:00:00	OUT	12
2019-01-02 18:15:00	IN	1
2019-01-02 18:15:00	OUT	12
2019-01-02 18:30:00	IN	1
2019-01-02 18:30:00	OUT	9
2019-01-02 18:45:00	IN	5
2019-01-02 18:45:00	OUT	9
2019-01-02 19:00:00	IN	1
2019-01-02 19:00:00	OUT	8
2019-01-02 19:15:00	IN	1
2019-01-02 19:15:00	OUT	12
2019-01-02 19:30:00	IN	1
2019-01-02 19:30:00	OUT	8
2019-01-02 19:45:00	IN	2
2019-01-02 19:45:00	OUT	6
2019-01-02 20:00:00	IN	1
2019-01-02 20:00:00	OUT	1
2019-01-02 20:15:00	OUT	4
2019-01-02 20:30:00	IN	3
2019-01-02 20:30:00	OUT	4
2019-01-02 20:45:00	OUT	1
2019-01-02 21:00:00	IN	6
2019-01-02 21:00:00	OUT	2
2019-01-02 21:15:00	IN	1
2019-01-02 21:30:00	IN	1
2019-01-02 21:30:00	OUT	1
2019-01-02 22:00:00	IN	1
2019-01-02 22:00:00	OUT	4
2019-01-02 22:15:00	OUT	1
2019-01-02 22:30:00	OUT	1
2019-01-02 22:45:00	OUT	1
2019-01-02 23:00:00	IN	2
2019-01-02 23:15:00	OUT	1
2019-01-03 05:15:00	OUT	1
2019-01-03 06:00:00	OUT	1
2019-01-03 06:30:00	IN	2
2019-01-03 06:30:00	OUT	1
2019-01-03 06:45:00	IN	14
2019-01-03 06:45:00	OUT	1
2019-01-03 07:00:00	IN	15
2019-01-03 07:00:00	OUT	3
2019-01-03 07:15:00	IN	19
2019-01-03 07:15:00	OUT	2
2019-01-03 07:30:00	IN	37
2019-01-03 07:30:00	OUT	3
2019-01-03 07:45:00	IN	26
2019-01-03 07:45:00	OUT	5
2019-01-03 08:00:00	IN	58
2019-01-03 08:00:00	OUT	3
2019-01-03 08:15:00	IN	44
2019-01-03 08:15:00	OUT	9
2019-01-03 08:30:00	IN	44
2019-01-03 08:30:00	OUT	3
2019-01-03 08:45:00	IN	33
2019-01-03 08:45:00	OUT	1
2019-01-03 09:00:00	IN	28
2019-01-03 09:00:00	OUT	1
2019-01-03 09:15:00	IN	28
2019-01-03 09:15:00	OUT	2
2019-01-03 09:30:00	IN	34
2019-01-03 09:30:00	OUT	4
2019-01-03 09:45:00	IN	16
2019-01-03 09:45:00	OUT	2
2019-01-03 10:00:00	IN	15
2019-01-03 10:00:00	OUT	2
2019-01-03 10:15:00	IN	13
2019-01-03 10:15:00	OUT	3
2019-01-03 10:30:00	IN	18
2019-01-03 10:30:00	OUT	4
2019-01-03 10:45:00	IN	10
2019-01-03 10:45:00	OUT	7
2019-01-03 11:00:00	IN	9
2019-01-03 11:15:00	IN	10
2019-01-03 11:15:00	OUT	6
2019-01-03 11:30:00	IN	4
2019-01-03 11:30:00	OUT	10
2019-01-03 11:45:00	IN	10
2019-01-03 11:45:00	OUT	4
2019-01-03 12:00:00	IN	3
2019-01-03 12:00:00	OUT	8
2019-01-03 12:15:00	IN	9
2019-01-03 12:15:00	OUT	2
2019-01-03 12:30:00	IN	15
2019-01-03 12:30:00	OUT	7
2019-01-03 12:45:00	IN	5
2019-01-03 12:45:00	OUT	18
2019-01-03 13:00:00	IN	9
2019-01-03 13:00:00	OUT	18
2019-01-03 13:15:00	IN	1
2019-01-03 13:15:00	OUT	6
2019-01-03 13:30:00	IN	7
2019-01-03 13:30:00	OUT	11
2019-01-03 13:45:00	IN	6
2019-01-03 13:45:00	OUT	12
2019-01-03 14:00:00	IN	6
2019-01-03 14:00:00	OUT	4
2019-01-03 14:15:00	IN	1
2019-01-03 14:15:00	OUT	10
2019-01-03 14:30:00	IN	6
2019-01-03 14:30:00	OUT	11
2019-01-03 14:45:00	IN	4
2019-01-03 14:45:00	OUT	8
2019-01-03 15:00:00	IN	3
2019-01-03 15:00:00	OUT	14
2019-01-03 15:15:00	IN	5
2019-01-03 15:15:00	OUT	22
2019-01-03 15:30:00	IN	7
2019-01-03 15:30:00	OUT	18
2019-01-03 15:45:00	IN	5
2019-01-03 15:45:00	OUT	23
2019-01-03 16:00:00	IN	8
2019-01-03 16:00:00	OUT	24
2019-01-03 16:15:00	IN	3
2019-01-03 16:15:00	OUT	31
2019-01-03 16:30:00	IN	3
2019-01-03 16:30:00	OUT	20
2019-01-03 16:45:00	IN	4
2019-01-03 16:45:00	OUT	29
2019-01-03 17:00:00	IN	3
2019-01-03 17:00:00	OUT	37
2019-01-03 17:15:00	IN	5
2019-01-03 17:15:00	OUT	22
2019-01-03 17:30:00	IN	2
2019-01-03 17:30:00	OUT	18
2019-01-03 17:45:00	IN	1
2019-01-03 17:45:00	OUT	40
2019-01-03 18:00:00	IN	3
2019-01-03 18:00:00	OUT	20
2019-01-03 18:15:00	IN	2
2019-01-03 18:15:00	OUT	9
2019-01-03 18:30:00	IN	1
2019-01-03 18:30:00	OUT	13
2019-01-03 18:45:00	OUT	9
2019-01-03 19:00:00	IN	2
2019-01-03 19:00:00	OUT	9
2019-01-03 19:15:00	IN	2
2019-01-03 19:15:00	OUT	2
2019-01-03 19:30:00	OUT	3
2019-01-03 19:45:00	IN	1
2019-01-03 19:45:00	OUT	11
2019-01-03 20:00:00	IN	1
2019-01-03 20:00:00	OUT	2
2019-01-03 20:15:00	OUT	2
2019-01-03 20:30:00	OUT	2
2019-01-03 20:45:00	IN	2
2019-01-03 20:45:00	OUT	3
2019-01-03 21:00:00	OUT	1
2019-01-03 21:15:00	OUT	5
2019-01-03 21:30:00	OUT	2
2019-01-03 22:00:00	OUT	1
2019-01-03 22:30:00	IN	1
2019-01-03 23:00:00	IN	1
2019-01-04 05:15:00	OUT	1
2019-01-04 05:45:00	OUT	1
2019-01-04 06:15:00	OUT	1
2019-01-04 06:30:00	IN	4
2019-01-04 06:45:00	IN	8
2019-01-04 06:45:00	OUT	1
2019-01-04 07:00:00	IN	11
2019-01-04 07:00:00	OUT	6
2019-01-04 07:15:00	IN	11
2019-01-04 07:15:00	OUT	2
2019-01-04 07:30:00	IN	25
2019-01-04 07:30:00	OUT	1
2019-01-04 07:45:00	IN	47
2019-01-04 07:45:00	OUT	2
2019-01-04 08:00:00	IN	49
2019-01-04 08:00:00	OUT	4
2019-01-04 08:15:00	IN	42
2019-01-04 08:15:00	OUT	1
2019-01-04 08:30:00	IN	34
2019-01-04 08:30:00	OUT	1
2019-01-04 08:45:00	IN	40
2019-01-04 08:45:00	OUT	4
2019-01-04 09:00:00	IN	23
2019-01-04 09:00:00	OUT	2
2019-01-04 09:15:00	IN	21
2019-01-04 09:15:00	OUT	4
2019-01-04 09:30:00	IN	22
2019-01-04 09:30:00	OUT	5
2019-01-04 09:45:00	IN	16
2019-01-04 09:45:00	OUT	3
2019-01-04 10:00:00	IN	16
2019-01-04 10:00:00	OUT	8
2019-01-04 10:15:00	IN	17
2019-01-04 10:15:00	OUT	5
2019-01-04 10:30:00	IN	12
2019-01-04 10:30:00	OUT	5
2019-01-04 10:45:00	IN	13
2019-01-04 10:45:00	OUT	4
2019-01-04 11:00:00	IN	3
2019-01-04 11:00:00	OUT	4
2019-01-04 11:15:00	IN	5
2019-01-04 11:15:00	OUT	16
2019-01-04 11:30:00	IN	7
2019-01-04 11:30:00	OUT	6
2019-01-04 11:45:00	IN	8
2019-01-04 11:45:00	OUT	16
2019-01-04 12:00:00	IN	2
2019-01-04 12:00:00	OUT	12
2019-01-04 12:15:00	IN	9
2019-01-04 12:15:00	OUT	10
2019-01-04 12:30:00	IN	11
2019-01-04 12:30:00	OUT	5
2019-01-04 12:45:00	IN	13
2019-01-04 12:45:00	OUT	19
2019-01-04 13:00:00	IN	10
2019-01-04 13:00:00	OUT	18
2019-01-04 13:15:00	IN	5
2019-01-04 13:15:00	OUT	24
2019-01-04 13:30:00	IN	2
2019-01-04 13:30:00	OUT	13
2019-01-04 13:45:00	IN	3
2019-01-04 13:45:00	OUT	13
2019-01-04 14:00:00	IN	8
2019-01-04 14:00:00	OUT	13
2019-01-04 14:15:00	IN	2
2019-01-04 14:15:00	OUT	13
2019-01-04 14:30:00	IN	4
2019-01-04 14:30:00	OUT	15
2019-01-04 14:45:00	IN	5
2019-01-04 14:45:00	OUT	8
2019-01-04 15:00:00	IN	1
2019-01-04 15:00:00	OUT	17
2019-01-04 15:15:00	IN	3
2019-01-04 15:15:00	OUT	14
2019-01-04 15:30:00	IN	7
2019-01-04 15:30:00	OUT	12
2019-01-04 15:45:00	IN	4
2019-01-04 15:45:00	OUT	24
2019-01-04 16:00:00	IN	7
2019-01-04 16:00:00	OUT	30
2019-01-04 16:15:00	IN	4
2019-01-04 16:15:00	OUT	21
2019-01-04 16:30:00	IN	4
2019-01-04 16:30:00	OUT	23
2019-01-04 16:45:00	IN	5
2019-01-04 16:45:00	OUT	21
2019-01-04 17:00:00	IN	7
2019-01-04 17:00:00	OUT	27
2019-01-04 17:15:00	IN	2
2019-01-04 17:15:00	OUT	19
2019-01-04 17:30:00	IN	6
2019-01-04 17:30:00	OUT	64
2019-01-04 17:45:00	IN	1
2019-01-04 17:45:00	OUT	50
2019-01-04 18:00:00	IN	1
2019-01-04 18:00:00	OUT	15
2019-01-04 18:15:00	IN	2
2019-01-04 18:15:00	OUT	5
2019-01-04 18:30:00	IN	1
2019-01-04 18:30:00	OUT	4
2019-01-04 18:45:00	IN	3
2019-01-04 18:45:00	OUT	8
2019-01-04 19:00:00	IN	1
2019-01-04 19:00:00	OUT	8
2019-01-04 19:15:00	IN	1
2019-01-04 19:15:00	OUT	8
2019-01-04 19:30:00	IN	6
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2019-01-04 19:45:00	IN	1
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2019-01-04 20:00:00	IN	4
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2019-01-04 20:15:00	IN	1
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2019-01-04 20:30:00	IN	1
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2019-01-04 20:45:00	IN	2
2019-01-04 21:00:00	OUT	1
2019-01-04 21:15:00	OUT	1
2019-01-04 22:00:00	IN	1
2019-01-04 22:00:00	OUT	1
2019-01-04 22:30:00	OUT	1
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2019-01-05 00:30:00	IN	1
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2019-01-05 06:45:00	IN	1
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2019-01-05 07:15:00	IN	8
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2019-01-05 07:45:00	IN	9
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2019-01-05 08:45:00	IN	6
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2019-01-05 10:30:00	IN	3
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2019-01-05 10:45:00	IN	11
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2019-01-05 11:00:00	IN	6
2019-01-05 11:00:00	OUT	3
2019-01-05 11:15:00	IN	7
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2019-01-05 11:30:00	IN	8
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2019-01-05 11:45:00	IN	6
2019-01-05 11:45:00	OUT	6
2019-01-05 12:00:00	IN	6
2019-01-05 12:15:00	IN	3
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2019-01-05 12:30:00	IN	6
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2019-01-05 13:00:00	IN	4
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2019-01-05 13:15:00	IN	2
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2019-01-05 13:30:00	IN	6
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2019-01-05 14:00:00	IN	6
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2019-01-05 15:30:00	IN	3
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2019-01-05 15:45:00	IN	6
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2019-01-05 16:00:00	IN	7
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2019-01-05 16:15:00	IN	3
2019-01-05 16:15:00	OUT	5
2019-01-05 16:30:00	IN	7
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2019-01-05 17:15:00	IN	3
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2019-01-05 17:30:00	IN	1
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2019-01-05 17:45:00	IN	4
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2019-01-05 18:15:00	IN	1
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2019-01-05 18:30:00	IN	2
2019-01-05 18:30:00	OUT	9
2019-01-05 18:45:00	IN	1
2019-01-05 18:45:00	OUT	5
2019-01-05 19:00:00	OUT	4
2019-01-05 19:15:00	IN	11
2019-01-05 19:15:00	OUT	6
2019-01-05 19:30:00	IN	3
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2019-01-05 19:45:00	IN	1
2019-01-05 19:45:00	OUT	3
2019-01-05 20:00:00	OUT	1
2019-01-05 20:15:00	IN	3
2019-01-05 20:15:00	OUT	3
2019-01-05 20:30:00	IN	2
2019-01-05 20:30:00	OUT	1
2019-01-05 21:15:00	OUT	1
2019-01-05 22:15:00	OUT	4
2019-01-05 23:00:00	IN	1
2019-01-05 23:15:00	OUT	1
2019-01-05 23:30:00	IN	1
2019-01-05 23:45:00	IN	1
2019-01-06 06:30:00	IN	1
2019-01-06 06:45:00	IN	1
2019-01-06 07:00:00	IN	1
2019-01-06 07:45:00	OUT	1
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2019-01-06 08:30:00	IN	2
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2019-01-06 08:45:00	IN	2
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2019-01-06 09:15:00	IN	1
2019-01-06 09:30:00	IN	4
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2019-01-06 09:45:00	IN	9
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2019-01-06 10:00:00	IN	5
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2019-01-06 10:15:00	IN	7
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2019-01-06 10:45:00	IN	8
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2019-01-06 11:00:00	IN	3
2019-01-06 11:00:00	OUT	1
2019-01-06 11:15:00	IN	5
2019-01-06 11:15:00	OUT	8
2019-01-06 11:30:00	IN	8
2019-01-06 11:30:00	OUT	3
2019-01-06 11:45:00	IN	2
2019-01-06 11:45:00	OUT	4
2019-01-06 12:00:00	IN	7
2019-01-06 12:00:00	OUT	1
2019-01-06 12:15:00	IN	2
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2019-01-06 12:30:00	IN	3
2019-01-06 12:30:00	OUT	9
2019-01-06 12:45:00	IN	8
2019-01-06 12:45:00	OUT	4
2019-01-06 13:00:00	IN	3
2019-01-06 13:00:00	OUT	8
2019-01-06 13:15:00	IN	6
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2019-01-06 13:30:00	IN	6
2019-01-06 13:30:00	OUT	9
2019-01-06 13:45:00	IN	9
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2019-01-06 14:00:00	IN	1
2019-01-06 14:00:00	OUT	9
2019-01-06 14:15:00	IN	5
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2019-01-06 14:30:00	IN	1
2019-01-06 14:45:00	IN	8
2019-01-06 14:45:00	OUT	3
2019-01-06 15:00:00	IN	7
2019-01-06 15:00:00	OUT	6
2019-01-06 15:15:00	IN	4
2019-01-06 15:15:00	OUT	4
2019-01-06 15:30:00	IN	4
2019-01-06 15:30:00	OUT	7
2019-01-06 15:45:00	IN	2
2019-01-06 15:45:00	OUT	5
2019-01-06 16:00:00	IN	6
2019-01-06 16:15:00	IN	4
2019-01-06 16:15:00	OUT	2
2019-01-06 16:30:00	IN	4
2019-01-06 16:30:00	OUT	4
2019-01-06 16:45:00	OUT	1
2019-01-06 17:00:00	IN	4
2019-01-06 17:00:00	OUT	5
2019-01-06 17:15:00	IN	2
2019-01-06 17:15:00	OUT	8
2019-01-06 17:30:00	IN	6
2019-01-06 17:30:00	OUT	4
2019-01-06 17:45:00	IN	1
2019-01-06 17:45:00	OUT	6
2019-01-06 18:00:00	IN	7
2019-01-06 18:00:00	OUT	2
2019-01-06 18:15:00	IN	2
2019-01-06 18:15:00	OUT	5
2019-01-06 18:30:00	IN	1
2019-01-06 18:30:00	OUT	4
2019-01-06 18:45:00	IN	2
2019-01-06 18:45:00	OUT	1
2019-01-06 19:00:00	IN	3
2019-01-06 19:00:00	OUT	4
2019-01-06 19:15:00	IN	1
2019-01-06 19:15:00	OUT	4
2019-01-06 19:30:00	IN	7
2019-01-06 19:30:00	OUT	1
2019-01-06 19:45:00	OUT	2
2019-01-06 20:00:00	IN	3
2019-01-06 20:15:00	OUT	1
2019-01-06 20:30:00	IN	1
2019-01-06 20:30:00	OUT	2
2019-01-06 21:00:00	IN	1
2019-01-06 21:15:00	OUT	1
2019-01-06 22:00:00	IN	2
2019-01-06 22:00:00	OUT	1
2019-01-06 23:00:00	IN	1
2019-01-06 23:00:00	OUT	1
2019-01-07 05:45:00	OUT	1
2019-01-07 06:30:00	IN	2
2019-01-07 06:45:00	IN	12
2019-01-07 06:45:00	OUT	3
2019-01-07 07:00:00	IN	28
2019-01-07 07:00:00	OUT	3
2019-01-07 07:15:00	IN	8
2019-01-07 07:15:00	OUT	2
2019-01-07 07:30:00	IN	65
2019-01-07 07:45:00	IN	57
2019-01-07 07:45:00	OUT	2
2019-01-07 08:00:00	IN	89
2019-01-07 08:00:00	OUT	5
2019-01-07 08:15:00	IN	67
2019-01-07 08:15:00	OUT	7
2019-01-07 08:30:00	IN	67
2019-01-07 08:30:00	OUT	5
2019-01-07 08:45:00	IN	70
2019-01-07 08:45:00	OUT	5
2019-01-07 09:00:00	IN	49
2019-01-07 09:00:00	OUT	2
2019-01-07 09:15:00	IN	40
2019-01-07 09:15:00	OUT	1
2019-01-07 09:30:00	IN	41
2019-01-07 09:30:00	OUT	1
2019-01-07 09:45:00	IN	27
2019-01-07 09:45:00	OUT	5
2019-01-07 10:00:00	IN	17
2019-01-07 10:00:00	OUT	8
2019-01-07 10:15:00	IN	15
2019-01-07 10:15:00	OUT	4
2019-01-07 10:30:00	IN	20
2019-01-07 10:30:00	OUT	2
2019-01-07 10:45:00	IN	15
2019-01-07 10:45:00	OUT	6
2019-01-07 11:00:00	IN	10
2019-01-07 11:00:00	OUT	3
2019-01-07 11:15:00	IN	10
2019-01-07 11:15:00	OUT	7
2019-01-07 11:30:00	IN	8
2019-01-07 11:30:00	OUT	4
2019-01-07 11:45:00	IN	7
2019-01-07 11:45:00	OUT	5
2019-01-07 12:00:00	IN	5
2019-01-07 12:00:00	OUT	21
2019-01-07 12:15:00	IN	15
2019-01-07 12:15:00	OUT	8
2019-01-07 12:30:00	IN	21
2019-01-07 12:30:00	OUT	2
2019-01-07 12:45:00	IN	18
2019-01-07 12:45:00	OUT	20
2019-01-07 13:00:00	IN	8
2019-01-07 13:00:00	OUT	29
2019-01-07 13:15:00	IN	8
2019-01-07 13:15:00	OUT	20
2019-01-07 13:30:00	IN	3
2019-01-07 13:30:00	OUT	3
2019-01-07 13:45:00	IN	3
2019-01-07 13:45:00	OUT	13
2019-01-07 14:00:00	IN	2
2019-01-07 14:00:00	OUT	15
2019-01-07 14:15:00	IN	7
2019-01-07 14:15:00	OUT	21
2019-01-07 14:30:00	IN	1
2019-01-07 14:30:00	OUT	6
2019-01-07 14:45:00	IN	6
2019-01-07 14:45:00	OUT	10
2019-01-07 15:00:00	IN	6
2019-01-07 15:00:00	OUT	20
2019-01-07 15:15:00	IN	4
2019-01-07 15:15:00	OUT	29
2019-01-07 15:30:00	IN	6
2019-01-07 15:30:00	OUT	17
2019-01-07 15:45:00	IN	6
2019-01-07 15:45:00	OUT	28
2019-01-07 16:00:00	IN	4
2019-01-07 16:00:00	OUT	33
2019-01-07 16:15:00	IN	6
2019-01-07 16:15:00	OUT	64
2019-01-07 16:30:00	IN	6
2019-01-07 16:30:00	OUT	27
2019-01-07 16:45:00	IN	6
2019-01-07 16:45:00	OUT	36
2019-01-07 17:00:00	IN	12
2019-01-07 17:00:00	OUT	27
2019-01-07 17:15:00	IN	7
2019-01-07 17:15:00	OUT	52
2019-01-07 17:30:00	IN	5
2019-01-07 17:30:00	OUT	53
2019-01-07 17:45:00	IN	7
2019-01-07 17:45:00	OUT	31
2019-01-07 18:00:00	IN	6
2019-01-07 18:00:00	OUT	14
2019-01-07 18:15:00	IN	3
2019-01-07 18:15:00	OUT	23
2019-01-07 18:30:00	IN	1
2019-01-07 18:30:00	OUT	10
2019-01-07 18:45:00	IN	1
2019-01-07 18:45:00	OUT	14
2019-01-07 19:00:00	OUT	8
2019-01-07 19:15:00	IN	2
2019-01-07 19:15:00	OUT	2
2019-01-07 19:30:00	OUT	7
2019-01-07 19:45:00	IN	2
2019-01-07 19:45:00	OUT	2
2019-01-07 20:00:00	OUT	4
2019-01-07 20:15:00	OUT	4
2019-01-07 20:30:00	OUT	3
2019-01-07 20:45:00	OUT	4
2019-01-07 21:00:00	OUT	5
2019-01-07 21:15:00	OUT	1
2019-01-07 22:00:00	OUT	5
2019-01-07 22:15:00	OUT	1
2019-01-08 05:45:00	OUT	2
2019-01-08 06:30:00	IN	3
2019-01-08 06:30:00	OUT	1
2019-01-08 06:45:00	IN	12
2019-01-08 07:00:00	IN	11
2019-01-08 07:00:00	OUT	4
2019-01-08 07:15:00	IN	23
2019-01-08 07:15:00	OUT	3
2019-01-08 07:30:00	IN	52
2019-01-08 07:30:00	OUT	3
2019-01-08 07:45:00	IN	55
2019-01-08 07:45:00	OUT	2
2019-01-08 08:00:00	IN	87
2019-01-08 08:00:00	OUT	6
2019-01-08 08:15:00	IN	45
2019-01-08 08:15:00	OUT	8
2019-01-08 08:30:00	IN	57
2019-01-08 08:30:00	OUT	5
2019-01-08 08:45:00	IN	61
2019-01-08 08:45:00	OUT	1
2019-01-08 09:00:00	IN	50
2019-01-08 09:00:00	OUT	5
2019-01-08 09:15:00	IN	37
2019-01-08 09:15:00	OUT	3
2019-01-08 09:30:00	IN	39
2019-01-08 09:30:00	OUT	5
2019-01-08 09:45:00	IN	36
2019-01-08 10:00:00	IN	48
2019-01-08 10:00:00	OUT	5
2019-01-08 10:15:00	IN	23
2019-01-08 10:15:00	OUT	7
2019-01-08 10:30:00	IN	15
2019-01-08 10:30:00	OUT	6
2019-01-08 10:45:00	IN	20
2019-01-08 10:45:00	OUT	2
2019-01-08 11:00:00	IN	16
2019-01-08 11:00:00	OUT	8
2019-01-08 11:15:00	IN	6
2019-01-08 11:15:00	OUT	3
2019-01-08 11:30:00	IN	10
2019-01-08 11:30:00	OUT	7
2019-01-08 11:45:00	IN	17
2019-01-08 11:45:00	OUT	6
2019-01-08 12:00:00	IN	9
2019-01-08 12:00:00	OUT	6
2019-01-08 12:15:00	IN	14
2019-01-08 12:15:00	OUT	12
2019-01-08 12:30:00	IN	17
2019-01-08 12:30:00	OUT	11
2019-01-08 12:45:00	IN	24
2019-01-08 12:45:00	OUT	12
2019-01-08 13:00:00	IN	15
2019-01-08 13:00:00	OUT	30
2019-01-08 13:15:00	IN	5
2019-01-08 13:15:00	OUT	13
2019-01-08 13:30:00	IN	12
2019-01-08 13:30:00	OUT	11
2019-01-08 13:45:00	IN	9
2019-01-08 13:45:00	OUT	6
2019-01-08 14:00:00	IN	4
2019-01-08 14:00:00	OUT	9
2019-01-08 14:15:00	IN	3
2019-01-08 14:15:00	OUT	7
2019-01-08 14:30:00	IN	7
2019-01-08 14:30:00	OUT	11
2019-01-08 14:45:00	IN	8
2019-01-08 14:45:00	OUT	24
2019-01-08 15:00:00	IN	10
2019-01-08 15:00:00	OUT	28
2019-01-08 15:15:00	IN	3
2019-01-08 15:15:00	OUT	13
2019-01-08 15:30:00	IN	5
2019-01-08 15:30:00	OUT	23
2019-01-08 15:45:00	IN	8
2019-01-08 15:45:00	OUT	29
2019-01-08 16:00:00	IN	5
2019-01-08 16:00:00	OUT	54
2019-01-08 16:15:00	IN	6
2019-01-08 16:15:00	OUT	36
2019-01-08 16:30:00	IN	8
2019-01-08 16:30:00	OUT	37
2019-01-08 16:45:00	IN	8
2019-01-08 16:45:00	OUT	22
2019-01-08 17:00:00	IN	2
2019-01-08 17:00:00	OUT	45
2019-01-08 17:15:00	IN	4
2019-01-08 17:15:00	OUT	35
2019-01-08 17:30:00	IN	4
2019-01-08 17:30:00	OUT	62
2019-01-08 17:45:00	IN	2
2019-01-08 17:45:00	OUT	38
2019-01-08 18:00:00	IN	4
2019-01-08 18:00:00	OUT	32
2019-01-08 18:15:00	IN	2
2019-01-08 18:15:00	OUT	22
2019-01-08 18:30:00	IN	3
2019-01-08 18:30:00	OUT	26
2019-01-08 18:45:00	IN	6
2019-01-08 18:45:00	OUT	9
2019-01-08 19:00:00	IN	3
2019-01-08 19:00:00	OUT	11
2019-01-08 19:15:00	OUT	7
2019-01-08 19:30:00	IN	2
2019-01-08 19:30:00	OUT	1
2019-01-08 19:45:00	OUT	5
2019-01-08 20:00:00	IN	1
2019-01-08 20:00:00	OUT	4
2019-01-08 20:15:00	IN	2
2019-01-08 20:15:00	OUT	4
2019-01-08 20:30:00	OUT	1
2019-01-08 20:45:00	IN	2
2019-01-08 20:45:00	OUT	1
2019-01-08 21:00:00	OUT	6
2019-01-08 21:30:00	OUT	4
2019-01-08 22:00:00	OUT	2
2019-01-08 22:45:00	OUT	1
2019-01-08 23:00:00	OUT	3
2019-01-08 23:30:00	OUT	2
2019-01-09 06:30:00	IN	5
2019-01-09 06:30:00	OUT	1
2019-01-09 06:45:00	IN	16
2019-01-09 07:00:00	IN	18
2019-01-09 07:00:00	OUT	2
2019-01-09 07:15:00	IN	19
2019-01-09 07:15:00	OUT	2
2019-01-09 07:30:00	IN	39
2019-01-09 07:30:00	OUT	3
2019-01-09 07:45:00	IN	62
2019-01-09 07:45:00	OUT	5
2019-01-09 08:00:00	IN	90
2019-01-09 08:15:00	IN	54
2019-01-09 08:15:00	OUT	3
2019-01-09 08:30:00	IN	50
2019-01-09 08:30:00	OUT	3
2019-01-09 08:45:00	IN	61
2019-01-09 08:45:00	OUT	3
2019-01-09 09:00:00	IN	42
2019-01-09 09:15:00	IN	37
2019-01-09 09:15:00	OUT	1
2019-01-09 09:30:00	IN	43
2019-01-09 09:30:00	OUT	3
2019-01-09 09:45:00	IN	33
2019-01-09 09:45:00	OUT	1
2019-01-09 10:00:00	IN	20
2019-01-09 10:00:00	OUT	1
2019-01-09 10:15:00	IN	17
2019-01-09 10:15:00	OUT	1
2019-01-09 10:30:00	IN	14
2019-01-09 10:30:00	OUT	1
2019-01-09 10:45:00	IN	18
2019-01-09 10:45:00	OUT	5
2019-01-09 11:00:00	IN	16
2019-01-09 11:00:00	OUT	2
2019-01-09 11:15:00	IN	17
2019-01-09 11:15:00	OUT	8
2019-01-09 11:30:00	IN	14
2019-01-09 11:30:00	OUT	7
2019-01-09 11:45:00	IN	17
2019-01-09 11:45:00	OUT	4
2019-01-09 12:00:00	IN	5
2019-01-09 12:00:00	OUT	3
2019-01-09 12:15:00	IN	8
2019-01-09 12:15:00	OUT	2
2019-01-09 12:30:00	IN	22
2019-01-09 12:30:00	OUT	7
2019-01-09 12:45:00	IN	26
2019-01-09 12:45:00	OUT	21
2019-01-09 13:00:00	IN	4
2019-01-09 13:00:00	OUT	24
2019-01-09 13:15:00	IN	8
2019-01-09 13:15:00	OUT	15
2019-01-09 13:30:00	IN	3
2019-01-09 13:30:00	OUT	5
2019-01-09 13:45:00	IN	1
2019-01-09 13:45:00	OUT	12
2019-01-09 14:00:00	IN	11
2019-01-09 14:00:00	OUT	8
2019-01-09 14:15:00	IN	7
2019-01-09 14:15:00	OUT	7
2019-01-09 14:30:00	IN	5
2019-01-09 14:30:00	OUT	5
2019-01-09 14:45:00	IN	4
2019-01-09 14:45:00	OUT	10
2019-01-09 15:00:00	IN	4
2019-01-09 15:00:00	OUT	15
2019-01-09 15:15:00	IN	5
2019-01-09 15:15:00	OUT	17
2019-01-09 15:30:00	IN	6
2019-01-09 15:30:00	OUT	12
2019-01-09 15:45:00	IN	7
2019-01-09 15:45:00	OUT	16
2019-01-09 16:00:00	IN	9
2019-01-09 16:00:00	OUT	21
2019-01-09 16:15:00	IN	6
2019-01-09 16:15:00	OUT	20
2019-01-09 16:30:00	IN	6
2019-01-09 16:30:00	OUT	37
2019-01-09 16:45:00	IN	6
2019-01-09 16:45:00	OUT	26
2019-01-09 17:00:00	IN	6
2019-01-09 17:00:00	OUT	28
2019-01-09 17:15:00	IN	6
2019-01-09 17:15:00	OUT	39
2019-01-09 17:30:00	IN	7
2019-01-09 17:30:00	OUT	50
2019-01-09 17:45:00	IN	5
2019-01-09 17:45:00	OUT	38
2019-01-09 18:00:00	IN	10
2019-01-09 18:00:00	OUT	14
2019-01-09 18:15:00	IN	5
2019-01-09 18:15:00	OUT	17
2019-01-09 18:30:00	IN	3
2019-01-09 18:30:00	OUT	13
2019-01-09 18:45:00	IN	1
2019-01-09 18:45:00	OUT	7
2019-01-09 19:00:00	IN	1
2019-01-09 19:00:00	OUT	12
2019-01-09 19:15:00	IN	1
2019-01-09 19:15:00	OUT	6
2019-01-09 19:30:00	IN	1
2019-01-09 19:30:00	OUT	3
2019-01-09 19:45:00	IN	1
2019-01-09 19:45:00	OUT	2
2019-01-09 20:00:00	OUT	5
2019-01-09 20:15:00	IN	1
2019-01-09 20:15:00	OUT	3
2019-01-09 20:30:00	IN	1
2019-01-09 20:30:00	OUT	1
2019-01-09 20:45:00	OUT	5
2019-01-09 21:00:00	IN	1
2019-01-09 21:00:00	OUT	2
2019-01-09 21:15:00	IN	2
2019-01-09 21:30:00	OUT	4
2019-01-09 21:45:00	IN	2
2019-01-09 22:30:00	OUT	2
2019-01-09 23:30:00	OUT	1
2019-01-10 06:30:00	IN	8
2019-01-10 06:30:00	OUT	3
2019-01-10 06:45:00	IN	16
2019-01-10 06:45:00	OUT	1
2019-01-10 07:00:00	IN	19
2019-01-10 07:15:00	IN	24
2019-01-10 07:15:00	OUT	4
2019-01-10 07:30:00	IN	58
2019-01-10 07:30:00	OUT	5
2019-01-10 07:45:00	IN	50
2019-01-10 07:45:00	OUT	3
2019-01-10 08:00:00	IN	111
2019-01-10 08:00:00	OUT	5
2019-01-10 08:15:00	IN	60
2019-01-10 08:15:00	OUT	2
2019-01-10 08:30:00	IN	69
2019-01-10 08:30:00	OUT	4
2019-01-10 08:45:00	IN	50
2019-01-10 08:45:00	OUT	2
2019-01-10 09:00:00	IN	41
2019-01-10 09:00:00	OUT	5
2019-01-10 09:15:00	IN	46
2019-01-10 09:15:00	OUT	4
2019-01-10 09:30:00	IN	28
2019-01-10 09:45:00	IN	31
2019-01-10 09:45:00	OUT	1
2019-01-10 10:00:00	IN	17
2019-01-10 10:00:00	OUT	2
2019-01-10 10:15:00	IN	21
2019-01-10 10:15:00	OUT	4
2019-01-10 10:30:00	IN	15
2019-01-10 10:30:00	OUT	10
2019-01-10 10:45:00	IN	14
2019-01-10 10:45:00	OUT	6
2019-01-10 11:00:00	IN	21
2019-01-10 11:00:00	OUT	4
2019-01-10 11:15:00	IN	11
2019-01-10 11:15:00	OUT	8
2019-01-10 11:30:00	IN	20
2019-01-10 11:30:00	OUT	3
2019-01-10 11:45:00	IN	12
2019-01-10 11:45:00	OUT	6
2019-01-10 12:00:00	IN	16
2019-01-10 12:00:00	OUT	2
2019-01-10 12:15:00	IN	16
2019-01-10 12:15:00	OUT	3
2019-01-10 12:30:00	IN	21
2019-01-10 12:30:00	OUT	5
2019-01-10 12:45:00	IN	20
2019-01-10 12:45:00	OUT	21
2019-01-10 13:00:00	IN	12
2019-01-10 13:00:00	OUT	12
2019-01-10 13:15:00	IN	6
2019-01-10 13:15:00	OUT	11
2019-01-10 13:30:00	IN	7
2019-01-10 13:30:00	OUT	4
2019-01-10 13:45:00	IN	7
2019-01-10 13:45:00	OUT	8
2019-01-10 14:00:00	IN	9
2019-01-10 14:00:00	OUT	4
2019-01-10 14:15:00	IN	9
2019-01-10 14:15:00	OUT	5
2019-01-10 14:30:00	IN	5
2019-01-10 14:30:00	OUT	10
2019-01-10 14:45:00	IN	1
2019-01-10 14:45:00	OUT	8
2019-01-10 15:00:00	IN	10
2019-01-10 15:00:00	OUT	9
2019-01-10 15:15:00	IN	6
2019-01-10 15:15:00	OUT	20
2019-01-10 15:30:00	IN	9
2019-01-10 15:30:00	OUT	22
2019-01-10 15:45:00	IN	4
2019-01-10 15:45:00	OUT	27
2019-01-10 16:00:00	IN	11
2019-01-10 16:00:00	OUT	45
2019-01-10 16:15:00	IN	5
2019-01-10 16:15:00	OUT	23
2019-01-10 16:30:00	IN	2
2019-01-10 16:30:00	OUT	37
2019-01-10 16:45:00	IN	7
2019-01-10 16:45:00	OUT	52
2019-01-10 17:00:00	IN	5
2019-01-10 17:00:00	OUT	39
2019-01-10 17:15:00	IN	13
2019-01-10 17:15:00	OUT	41
2019-01-10 17:30:00	IN	16
2019-01-10 17:30:00	OUT	46
2019-01-10 17:45:00	IN	5
2019-01-10 17:45:00	OUT	61
2019-01-10 18:00:00	IN	3
2019-01-10 18:00:00	OUT	13
2019-01-10 18:15:00	IN	2
2019-01-10 18:15:00	OUT	14
2019-01-10 18:30:00	IN	4
2019-01-10 18:30:00	OUT	9
2019-01-10 18:45:00	OUT	13
2019-01-10 19:00:00	IN	5
2019-01-10 19:00:00	OUT	11
2019-01-10 19:15:00	OUT	7
2019-01-10 19:30:00	IN	1
2019-01-10 19:30:00	OUT	3
2019-01-10 19:45:00	IN	1
2019-01-10 19:45:00	OUT	3
2019-01-10 20:00:00	IN	3
2019-01-10 20:00:00	OUT	3
2019-01-10 20:15:00	IN	1
2019-01-10 20:15:00	OUT	3
2019-01-10 20:30:00	OUT	3
2019-01-10 20:45:00	OUT	1
2019-01-10 21:00:00	IN	1
2019-01-10 21:00:00	OUT	21
2019-01-10 21:15:00	IN	2
2019-01-10 21:15:00	OUT	2
2019-01-10 21:30:00	OUT	1
2019-01-10 21:45:00	OUT	1
2019-01-10 22:00:00	OUT	3
2019-01-10 22:30:00	IN	1
2019-01-10 22:30:00	OUT	2
2019-01-11 06:00:00	OUT	1
2019-01-11 06:15:00	OUT	1
2019-01-11 06:30:00	IN	3
2019-01-11 06:30:00	OUT	1
2019-01-11 06:45:00	IN	15
2019-01-11 06:45:00	OUT	4
2019-01-11 07:00:00	IN	8
2019-01-11 07:00:00	OUT	3
2019-01-11 07:15:00	IN	21
2019-01-11 07:15:00	OUT	2
2019-01-11 07:30:00	IN	33
2019-01-11 07:45:00	IN	41
2019-01-11 07:45:00	OUT	2
2019-01-11 08:00:00	IN	65
2019-01-11 08:00:00	OUT	3
2019-01-11 08:15:00	IN	51
2019-01-11 08:15:00	OUT	2
2019-01-11 08:30:00	IN	63
2019-01-11 08:30:00	OUT	3
2019-01-11 08:45:00	IN	60
2019-01-11 08:45:00	OUT	1
2019-01-11 09:00:00	IN	32
2019-01-11 09:00:00	OUT	5
2019-01-11 09:15:00	IN	34
2019-01-11 09:15:00	OUT	4
2019-01-11 09:30:00	IN	21
2019-01-11 09:30:00	OUT	1
2019-01-11 09:45:00	IN	28
2019-01-11 09:45:00	OUT	1
2019-01-11 10:00:00	IN	23
2019-01-11 10:15:00	IN	22
2019-01-11 10:15:00	OUT	4
2019-01-11 10:30:00	IN	13
2019-01-11 10:30:00	OUT	2
2019-01-11 10:45:00	IN	13
2019-01-11 10:45:00	OUT	7
2019-01-11 11:00:00	IN	11
2019-01-11 11:00:00	OUT	4
2019-01-11 11:15:00	IN	8
2019-01-11 11:15:00	OUT	6
2019-01-11 11:30:00	IN	14
2019-01-11 11:30:00	OUT	7
2019-01-11 11:45:00	IN	6
2019-01-11 11:45:00	OUT	4
2019-01-11 12:00:00	IN	12
2019-01-11 12:00:00	OUT	11
2019-01-11 12:15:00	IN	11
2019-01-11 12:15:00	OUT	3
2019-01-11 12:30:00	IN	14
2019-01-11 12:30:00	OUT	8
2019-01-11 12:45:00	IN	21
2019-01-11 12:45:00	OUT	32
2019-01-11 13:00:00	IN	8
2019-01-11 13:00:00	OUT	28
2019-01-11 13:15:00	IN	3
2019-01-11 13:15:00	OUT	17
2019-01-11 13:30:00	IN	9
2019-01-11 13:30:00	OUT	5
2019-01-11 13:45:00	IN	6
2019-01-11 13:45:00	OUT	11
2019-01-11 14:00:00	IN	8
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2019-01-11 14:15:00	IN	6
2019-01-11 14:15:00	OUT	17
2019-01-11 14:30:00	IN	6
2019-01-11 14:30:00	OUT	4
2019-01-11 14:45:00	IN	11
2019-01-11 14:45:00	OUT	5
2019-01-11 15:00:00	IN	8
2019-01-11 15:00:00	OUT	19
2019-01-11 15:15:00	IN	2
2019-01-11 15:15:00	OUT	29
2019-01-11 15:30:00	IN	2
2019-01-11 15:30:00	OUT	33
2019-01-11 15:45:00	IN	5
2019-01-11 15:45:00	OUT	23
2019-01-11 16:00:00	IN	2
2019-01-11 16:00:00	OUT	36
2019-01-11 16:15:00	IN	7
2019-01-11 16:15:00	OUT	41
2019-01-11 16:30:00	IN	6
2019-01-11 16:30:00	OUT	24
2019-01-11 16:45:00	IN	5
2019-01-11 16:45:00	OUT	39
2019-01-11 17:00:00	IN	3
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2019-01-11 17:15:00	IN	12
2019-01-11 17:15:00	OUT	31
2019-01-11 17:30:00	IN	4
2019-01-11 17:30:00	OUT	41
2019-01-11 17:45:00	IN	3
2019-01-11 17:45:00	OUT	59
2019-01-11 18:00:00	IN	5
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2019-01-11 18:15:00	IN	4
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2019-01-11 18:30:00	IN	1
2019-01-11 18:30:00	OUT	11
2019-01-11 18:45:00	OUT	8
2019-01-11 19:00:00	IN	2
2019-01-11 19:00:00	OUT	9
2019-01-11 19:15:00	OUT	5
2019-01-11 19:30:00	OUT	10
2019-01-11 19:45:00	IN	3
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2019-01-11 20:00:00	IN	1
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2019-01-11 20:30:00	IN	1
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2019-01-11 20:45:00	IN	1
2019-01-11 21:00:00	OUT	3
2019-01-11 21:15:00	IN	1
2019-01-11 21:30:00	IN	1
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2019-01-11 22:30:00	IN	4
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2019-01-12 00:00:00	IN	1
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2019-01-12 06:30:00	IN	1
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2019-01-12 07:15:00	IN	3
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2019-01-12 08:15:00	IN	3
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2019-01-12 08:45:00	IN	1
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2019-01-12 09:00:00	IN	3
2019-01-12 09:15:00	IN	1
2019-01-12 09:15:00	OUT	5
2019-01-12 09:30:00	IN	4
2019-01-12 09:45:00	IN	3
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2019-01-12 10:00:00	IN	5
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2019-01-12 10:15:00	IN	3
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2019-01-12 10:30:00	IN	5
2019-01-12 10:30:00	OUT	3
2019-01-12 10:45:00	IN	4
2019-01-12 10:45:00	OUT	10
2019-01-12 11:00:00	IN	4
2019-01-12 11:00:00	OUT	6
2019-01-12 11:15:00	IN	6
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2019-01-12 11:30:00	IN	1
2019-01-12 11:30:00	OUT	4
2019-01-12 11:45:00	IN	9
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2019-01-12 12:00:00	IN	4
2019-01-12 12:00:00	OUT	6
2019-01-12 12:15:00	IN	5
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2019-01-12 12:30:00	IN	3
2019-01-12 12:30:00	OUT	4
2019-01-12 12:45:00	IN	4
2019-01-12 12:45:00	OUT	6
2019-01-12 13:00:00	IN	4
2019-01-12 13:00:00	OUT	5
2019-01-12 13:15:00	IN	4
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2019-01-12 13:30:00	IN	6
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2019-01-12 13:45:00	IN	3
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2019-01-12 14:15:00	IN	7
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2019-01-12 14:30:00	IN	5
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2019-01-12 14:45:00	IN	8
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2019-01-12 15:15:00	IN	8
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2019-01-12 15:30:00	IN	1
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2019-01-12 15:45:00	IN	4
2019-01-12 15:45:00	OUT	5
2019-01-12 16:00:00	IN	11
2019-01-12 16:00:00	OUT	9
2019-01-12 16:15:00	IN	2
2019-01-12 16:15:00	OUT	11
2019-01-12 16:30:00	IN	4
2019-01-12 16:30:00	OUT	7
2019-01-12 16:45:00	OUT	2
2019-01-12 17:00:00	IN	3
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2019-01-12 17:15:00	IN	1
2019-01-12 17:15:00	OUT	5
2019-01-12 17:30:00	IN	3
2019-01-12 17:30:00	OUT	8
2019-01-12 17:45:00	IN	6
2019-01-12 17:45:00	OUT	7
2019-01-12 18:00:00	IN	1
2019-01-12 18:00:00	OUT	6
2019-01-12 18:15:00	IN	6
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2019-01-12 18:30:00	IN	1
2019-01-12 18:30:00	OUT	8
2019-01-12 18:45:00	IN	2
2019-01-12 18:45:00	OUT	5
2019-01-12 19:00:00	OUT	6
2019-01-12 19:15:00	IN	1
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2019-01-12 19:30:00	IN	1
2019-01-12 19:30:00	OUT	11
2019-01-12 19:45:00	OUT	4
2019-01-12 20:15:00	OUT	2
2019-01-12 20:30:00	IN	2
2019-01-12 20:30:00	OUT	3
2019-01-12 20:45:00	OUT	1
2019-01-12 21:00:00	IN	2
2019-01-12 21:00:00	OUT	1
2019-01-12 21:15:00	IN	1
2019-01-12 21:15:00	OUT	1
2019-01-12 21:30:00	IN	2
2019-01-12 21:45:00	IN	1
2019-01-12 21:45:00	OUT	3
2019-01-12 22:00:00	IN	1
2019-01-12 22:00:00	OUT	1
2019-01-12 22:15:00	OUT	2
2019-01-12 23:00:00	IN	2
2019-01-12 23:15:00	OUT	1
2019-01-12 23:30:00	IN	1
2019-01-12 23:30:00	OUT	1
2019-01-13 05:15:00	OUT	1
2019-01-13 06:30:00	OUT	1
2019-01-13 07:00:00	OUT	1
2019-01-13 07:15:00	IN	1
2019-01-13 07:30:00	IN	2
2019-01-13 07:45:00	IN	2
2019-01-13 08:00:00	IN	1
2019-01-13 08:15:00	IN	3
2019-01-13 08:30:00	IN	4
2019-01-13 08:30:00	OUT	2
2019-01-13 08:45:00	IN	4
2019-01-13 09:00:00	IN	3
2019-01-13 09:00:00	OUT	1
2019-01-13 09:15:00	IN	4
2019-01-13 09:15:00	OUT	1
2019-01-13 09:30:00	IN	9
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2019-01-13 09:45:00	IN	8
2019-01-13 10:00:00	IN	6
2019-01-13 10:00:00	OUT	4
2019-01-13 10:15:00	IN	8
2019-01-13 10:15:00	OUT	1
2019-01-13 10:30:00	IN	7
2019-01-13 10:30:00	OUT	2
2019-01-13 10:45:00	IN	1
2019-01-13 10:45:00	OUT	3
2019-01-13 11:00:00	IN	5
2019-01-13 11:00:00	OUT	3
2019-01-13 11:15:00	IN	2
2019-01-13 11:15:00	OUT	1
2019-01-13 11:30:00	IN	9
2019-01-13 11:30:00	OUT	5
2019-01-13 11:45:00	IN	4
2019-01-13 11:45:00	OUT	10
2019-01-13 12:00:00	IN	4
2019-01-13 12:00:00	OUT	5
2019-01-13 12:15:00	IN	3
2019-01-13 12:15:00	OUT	8
2019-01-13 12:30:00	IN	4
2019-01-13 12:30:00	OUT	2
2019-01-13 12:45:00	IN	10
2019-01-13 12:45:00	OUT	4
2019-01-13 13:00:00	IN	3
2019-01-13 13:00:00	OUT	5
2019-01-13 13:15:00	IN	4
2019-01-13 13:15:00	OUT	5
2019-01-13 13:30:00	IN	8
2019-01-13 13:30:00	OUT	6
2019-01-13 13:45:00	IN	5
2019-01-13 13:45:00	OUT	2
2019-01-13 14:00:00	IN	1
2019-01-13 14:15:00	IN	9
2019-01-13 14:15:00	OUT	6
2019-01-13 14:30:00	IN	2
2019-01-13 14:30:00	OUT	5
2019-01-13 14:45:00	IN	3
2019-01-13 15:00:00	IN	7
2019-01-13 15:00:00	OUT	4
2019-01-13 15:15:00	IN	1
2019-01-13 15:15:00	OUT	1
2019-01-13 15:30:00	IN	7
2019-01-13 15:30:00	OUT	4
2019-01-13 15:45:00	IN	1
2019-01-13 15:45:00	OUT	5
2019-01-13 16:00:00	IN	5
2019-01-13 16:00:00	OUT	1
2019-01-13 16:15:00	IN	9
2019-01-13 16:15:00	OUT	8
2019-01-13 16:30:00	IN	11
2019-01-13 16:30:00	OUT	6
2019-01-13 16:45:00	IN	3
2019-01-13 16:45:00	OUT	9
2019-01-13 17:00:00	IN	4
2019-01-13 17:00:00	OUT	1
2019-01-13 17:15:00	IN	4
2019-01-13 17:15:00	OUT	8
2019-01-13 17:30:00	IN	2
2019-01-13 17:30:00	OUT	11
2019-01-13 17:45:00	IN	6
2019-01-13 17:45:00	OUT	3
2019-01-13 18:00:00	IN	3
2019-01-13 18:00:00	OUT	6
2019-01-13 18:15:00	OUT	9
2019-01-13 18:30:00	IN	7
2019-01-13 18:30:00	OUT	3
2019-01-13 18:45:00	OUT	1
2019-01-13 19:00:00	IN	2
2019-01-13 19:00:00	OUT	6
2019-01-13 19:15:00	OUT	4
2019-01-13 19:30:00	IN	2
2019-01-13 19:30:00	OUT	6
2019-01-13 19:45:00	IN	2
2019-01-13 19:45:00	OUT	2
2019-01-13 20:00:00	IN	2
2019-01-13 20:00:00	OUT	5
2019-01-13 20:15:00	OUT	3
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2019-01-13 20:45:00	IN	2
2019-01-13 20:45:00	OUT	2
2019-01-13 21:00:00	IN	5
2019-01-13 21:00:00	OUT	6
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2019-01-13 21:45:00	IN	1
2019-01-13 21:45:00	OUT	1
2019-01-13 22:00:00	IN	5
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2019-01-14 06:30:00	IN	1
2019-01-14 06:45:00	IN	8
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2019-01-14 07:15:00	IN	25
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2019-01-14 07:30:00	IN	54
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2019-01-14 07:45:00	IN	75
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2019-01-14 08:00:00	IN	91
2019-01-14 08:00:00	OUT	6
2019-01-14 08:15:00	IN	64
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2019-01-14 08:30:00	IN	76
2019-01-14 08:30:00	OUT	5
2019-01-14 08:45:00	IN	39
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2019-01-14 09:15:00	IN	55
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2019-01-14 09:30:00	IN	26
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2019-01-14 09:45:00	IN	32
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2019-01-14 10:00:00	IN	31
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2019-01-14 10:15:00	IN	9
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2019-01-14 10:30:00	IN	13
2019-01-14 10:30:00	OUT	2
2019-01-14 10:45:00	IN	16
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2019-01-14 11:00:00	IN	10
2019-01-14 11:00:00	OUT	7
2019-01-14 11:15:00	IN	12
2019-01-14 11:15:00	OUT	5
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2019-01-14 11:45:00	IN	8
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2019-01-14 12:00:00	IN	10
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2019-01-14 12:30:00	IN	20
2019-01-14 12:30:00	OUT	6
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2019-01-14 13:00:00	IN	5
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2019-01-14 14:30:00	IN	11
2019-01-14 14:30:00	OUT	9
2019-01-14 14:45:00	IN	7
2019-01-14 14:45:00	OUT	20
2019-01-14 15:00:00	IN	10
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2019-01-14 15:15:00	IN	5
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2019-01-14 15:30:00	IN	6
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2019-01-14 15:45:00	IN	4
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2019-01-14 16:00:00	IN	4
2019-01-14 16:00:00	OUT	36
2019-01-14 16:15:00	IN	4
2019-01-14 16:15:00	OUT	28
2019-01-14 16:30:00	IN	5
2019-01-14 16:30:00	OUT	57
2019-01-14 16:45:00	IN	8
2019-01-14 16:45:00	OUT	40
2019-01-14 17:00:00	IN	13
2019-01-14 17:00:00	OUT	68
2019-01-14 17:15:00	IN	8
2019-01-14 17:15:00	OUT	33
2019-01-14 17:30:00	IN	14
2019-01-14 17:30:00	OUT	62
2019-01-14 17:45:00	IN	2
2019-01-14 17:45:00	OUT	29
2019-01-14 18:00:00	IN	4
2019-01-14 18:00:00	OUT	26
2019-01-14 18:15:00	IN	5
2019-01-14 18:15:00	OUT	9
2019-01-14 18:30:00	IN	2
2019-01-14 18:30:00	OUT	10
2019-01-14 18:45:00	IN	5
2019-01-14 18:45:00	OUT	11
2019-01-14 19:00:00	IN	1
2019-01-14 19:00:00	OUT	7
2019-01-14 19:15:00	IN	2
2019-01-14 19:15:00	OUT	5
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2019-01-14 19:45:00	IN	1
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2019-01-14 20:00:00	IN	4
2019-01-14 20:00:00	OUT	8
2019-01-14 20:15:00	IN	2
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2019-01-14 21:00:00	OUT	7
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2019-01-15 05:45:00	OUT	1
2019-01-15 06:15:00	OUT	1
2019-01-15 06:30:00	IN	3
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2019-01-15 06:45:00	IN	9
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2019-01-15 07:30:00	IN	26
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2019-01-15 08:30:00	IN	119
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2019-01-15 08:45:00	IN	56
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2019-01-15 09:30:00	IN	33
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2019-01-15 09:45:00	IN	32
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2019-01-15 10:00:00	IN	18
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2019-01-15 10:15:00	IN	18
2019-01-15 10:15:00	OUT	7
2019-01-15 10:30:00	IN	20
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2019-01-15 10:45:00	IN	13
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2019-01-15 11:30:00	IN	1
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2019-01-15 11:45:00	IN	9
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2019-01-15 12:00:00	IN	10
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2019-01-15 12:15:00	IN	11
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2019-01-15 12:30:00	IN	12
2019-01-15 12:30:00	OUT	8
2019-01-15 12:45:00	IN	14
2019-01-15 12:45:00	OUT	35
2019-01-15 13:00:00	IN	6
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2019-01-15 13:15:00	IN	8
2019-01-15 13:15:00	OUT	19
2019-01-15 13:30:00	IN	11
2019-01-15 13:30:00	OUT	13
2019-01-15 13:45:00	IN	8
2019-01-15 13:45:00	OUT	35
2019-01-15 14:00:00	IN	3
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2019-01-15 14:15:00	IN	10
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2019-01-15 14:30:00	IN	8
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2019-01-15 14:45:00	IN	8
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2019-01-15 15:00:00	IN	10
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2019-01-15 15:30:00	IN	7
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2019-01-15 15:45:00	IN	7
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2019-01-15 16:00:00	IN	4
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2019-01-15 16:15:00	IN	4
2019-01-15 16:15:00	OUT	65
2019-01-15 16:30:00	IN	8
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2019-01-15 16:45:00	IN	12
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2019-01-15 17:00:00	IN	1
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2019-01-15 17:15:00	IN	3
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2019-01-15 17:30:00	IN	10
2019-01-15 17:30:00	OUT	69
2019-01-15 17:45:00	IN	5
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2019-01-15 18:00:00	IN	3
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2019-01-15 18:30:00	IN	3
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2019-01-15 18:45:00	IN	4
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2019-01-15 19:00:00	OUT	16
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2019-01-15 20:00:00	IN	1
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2019-01-15 22:45:00	OUT	1
2019-01-15 23:15:00	OUT	1
2019-01-15 23:30:00	OUT	1
2019-01-16 05:45:00	OUT	1
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2019-01-16 06:30:00	IN	1
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2019-01-16 06:45:00	IN	20
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2019-01-16 07:15:00	IN	24
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2019-01-16 07:30:00	IN	61
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2019-01-16 07:45:00	IN	61
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2019-01-16 08:00:00	IN	93
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2019-01-16 09:30:00	IN	35
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2019-01-16 10:45:00	IN	22
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2019-01-16 11:15:00	IN	9
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2019-01-16 12:30:00	IN	14
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2019-01-16 12:45:00	IN	25
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2019-01-16 13:00:00	IN	6
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2019-01-16 13:30:00	IN	10
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2019-01-16 13:45:00	IN	8
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2019-01-16 14:00:00	IN	3
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2019-01-16 14:15:00	IN	8
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2019-01-16 14:30:00	IN	5
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2019-01-16 14:45:00	IN	4
2019-01-16 14:45:00	OUT	22
2019-01-16 15:00:00	IN	4
2019-01-16 15:00:00	OUT	12
2019-01-16 15:15:00	IN	2
2019-01-16 15:15:00	OUT	17
2019-01-16 15:30:00	IN	5
2019-01-16 15:30:00	OUT	32
2019-01-16 15:45:00	IN	5
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2019-01-16 16:00:00	IN	16
2019-01-16 16:00:00	OUT	35
2019-01-16 16:15:00	IN	11
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2019-01-16 16:30:00	IN	2
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2019-01-16 16:45:00	IN	5
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2019-01-16 17:00:00	IN	3
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2019-01-16 17:30:00	IN	8
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2019-01-16 17:45:00	IN	9
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2019-01-16 19:00:00	OUT	10
2019-01-16 19:15:00	IN	2
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2019-01-16 19:30:00	IN	3
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2019-01-17 05:45:00	OUT	1
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2019-01-17 07:45:00	IN	92
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2019-01-17 08:00:00	IN	62
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2019-01-17 08:15:00	IN	81
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2019-01-17 08:30:00	IN	66
2019-01-17 08:30:00	OUT	6
2019-01-17 08:45:00	IN	70
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2019-01-17 09:00:00	IN	54
2019-01-17 09:00:00	OUT	7
2019-01-17 09:15:00	IN	43
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2019-01-17 09:30:00	IN	34
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2019-01-17 09:45:00	IN	19
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2019-01-17 10:00:00	IN	16
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2019-01-17 10:15:00	IN	13
2019-01-17 10:15:00	OUT	3
2019-01-17 10:30:00	IN	36
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2019-01-17 10:45:00	IN	8
2019-01-17 10:45:00	OUT	6
2019-01-17 11:00:00	IN	6
2019-01-17 11:00:00	OUT	3
2019-01-17 11:15:00	IN	19
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2019-01-17 11:30:00	IN	11
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2019-01-17 11:45:00	IN	8
2019-01-17 11:45:00	OUT	5
2019-01-17 12:00:00	IN	7
2019-01-17 12:00:00	OUT	8
2019-01-17 12:15:00	IN	12
2019-01-17 12:15:00	OUT	6
2019-01-17 12:30:00	IN	24
2019-01-17 12:30:00	OUT	10
2019-01-17 12:45:00	IN	12
2019-01-17 12:45:00	OUT	19
2019-01-17 13:00:00	IN	8
2019-01-17 13:00:00	OUT	10
2019-01-17 13:15:00	IN	8
2019-01-17 13:15:00	OUT	19
2019-01-17 13:30:00	IN	11
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2019-01-17 13:45:00	IN	6
2019-01-17 13:45:00	OUT	19
2019-01-17 14:00:00	IN	2
2019-01-17 14:00:00	OUT	6
2019-01-17 14:15:00	IN	9
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2019-01-17 14:30:00	IN	10
2019-01-17 14:30:00	OUT	3
2019-01-17 14:45:00	IN	9
2019-01-17 14:45:00	OUT	10
2019-01-17 15:00:00	IN	5
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2019-01-17 15:15:00	IN	4
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2019-01-17 15:30:00	IN	6
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2019-01-17 15:45:00	IN	8
2019-01-17 15:45:00	OUT	15
2019-01-17 16:00:00	IN	5
2019-01-17 16:00:00	OUT	52
2019-01-17 16:15:00	IN	7
2019-01-17 16:15:00	OUT	44
2019-01-17 16:30:00	IN	10
2019-01-17 16:30:00	OUT	46
2019-01-17 16:45:00	IN	5
2019-01-17 16:45:00	OUT	49
2019-01-17 17:00:00	IN	8
2019-01-17 17:00:00	OUT	28
2019-01-17 17:15:00	IN	8
2019-01-17 17:15:00	OUT	38
2019-01-17 17:30:00	IN	8
2019-01-17 17:30:00	OUT	35
2019-01-17 17:45:00	IN	2
2019-01-17 17:45:00	OUT	63
2019-01-17 18:00:00	IN	5
2019-01-17 18:00:00	OUT	26
2019-01-17 18:15:00	IN	4
2019-01-17 18:15:00	OUT	17
2019-01-17 18:30:00	IN	4
2019-01-17 18:30:00	OUT	13
2019-01-17 18:45:00	IN	1
2019-01-17 18:45:00	OUT	14
2019-01-17 19:00:00	IN	3
2019-01-17 19:00:00	OUT	9
2019-01-17 19:15:00	IN	2
2019-01-17 19:15:00	OUT	15
2019-01-17 19:30:00	IN	2
2019-01-17 19:30:00	OUT	6
2019-01-17 19:45:00	IN	1
2019-01-17 19:45:00	OUT	2
2019-01-17 20:00:00	OUT	7
2019-01-17 20:15:00	IN	3
2019-01-17 20:30:00	OUT	3
2019-01-17 21:00:00	OUT	2
2019-01-17 21:15:00	OUT	3
2019-01-17 21:30:00	IN	1
2019-01-17 21:30:00	OUT	1
2019-01-17 21:45:00	OUT	3
2019-01-17 22:15:00	IN	3
2019-01-17 22:15:00	OUT	2
2019-01-17 23:15:00	OUT	1
2019-01-18 06:15:00	OUT	2
2019-01-18 06:30:00	IN	5
2019-01-18 06:45:00	IN	17
2019-01-18 06:45:00	OUT	1
2019-01-18 07:00:00	IN	15
2019-01-18 07:15:00	IN	25
2019-01-18 07:15:00	OUT	3
2019-01-18 07:30:00	IN	58
2019-01-18 07:30:00	OUT	2
2019-01-18 07:45:00	IN	50
2019-01-18 07:45:00	OUT	3
2019-01-18 08:00:00	IN	89
2019-01-18 08:00:00	OUT	1
2019-01-18 08:15:00	IN	72
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2019-01-18 08:30:00	IN	43
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2019-01-18 08:45:00	IN	52
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2019-01-18 09:30:00	IN	42
2019-01-18 09:30:00	OUT	5
2019-01-18 09:45:00	IN	25
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2019-01-18 10:00:00	IN	26
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2019-01-18 12:15:00	IN	8
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2019-01-18 12:30:00	OUT	6
2019-01-18 12:45:00	IN	21
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2019-01-18 13:00:00	IN	18
2019-01-18 13:00:00	OUT	19
2019-01-18 13:15:00	IN	9
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2019-01-18 13:30:00	IN	13
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2019-01-18 13:45:00	IN	3
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2019-01-18 14:00:00	IN	2
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2019-01-18 14:15:00	IN	3
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2019-01-18 15:00:00	IN	5
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2019-01-18 15:45:00	IN	6
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2019-01-18 16:45:00	IN	5
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2019-01-18 17:30:00	IN	7
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2019-01-18 17:45:00	IN	3
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2019-01-19 04:15:00	OUT	1
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2019-01-19 07:45:00	IN	5
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2019-01-20 12:45:00	IN	6
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2019-01-20 13:00:00	IN	3
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2019-01-20 15:00:00	IN	5
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2019-01-20 16:30:00	IN	7
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2019-01-20 16:45:00	IN	3
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2019-01-20 17:15:00	IN	5
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2019-01-20 19:30:00	IN	3
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2019-01-20 19:45:00	IN	2
2019-01-20 20:00:00	IN	3
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2019-01-20 20:15:00	IN	1
2019-01-20 20:15:00	OUT	5
2019-01-20 20:30:00	IN	2
2019-01-20 20:30:00	OUT	2
2019-01-20 21:15:00	OUT	1
2019-01-20 21:30:00	OUT	5
2019-01-20 21:45:00	OUT	1
2019-01-20 22:15:00	IN	1
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2019-01-20 22:45:00	OUT	1
2019-01-21 06:30:00	IN	4
2019-01-21 06:45:00	IN	17
2019-01-21 06:45:00	OUT	2
2019-01-21 07:00:00	IN	15
2019-01-21 07:15:00	IN	15
2019-01-21 07:15:00	OUT	2
2019-01-21 07:30:00	IN	40
2019-01-21 07:30:00	OUT	5
2019-01-21 07:45:00	IN	72
2019-01-21 07:45:00	OUT	2
2019-01-21 08:00:00	IN	97
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2019-01-21 08:15:00	IN	97
2019-01-21 08:15:00	OUT	6
2019-01-21 08:30:00	IN	55
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2019-01-21 08:45:00	IN	67
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2019-01-21 09:00:00	IN	48
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2019-01-21 09:15:00	IN	52
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2019-01-21 09:30:00	IN	34
2019-01-21 09:30:00	OUT	5
2019-01-21 09:45:00	IN	25
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2019-01-21 10:00:00	IN	31
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2019-01-21 10:30:00	IN	18
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2019-01-21 10:45:00	IN	11
2019-01-21 10:45:00	OUT	6
2019-01-21 11:00:00	IN	5
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2019-01-21 11:15:00	IN	4
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2019-01-21 11:30:00	IN	15
2019-01-21 11:30:00	OUT	5
2019-01-21 11:45:00	IN	6
2019-01-21 11:45:00	OUT	6
2019-01-21 12:00:00	IN	11
2019-01-21 12:00:00	OUT	6
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2019-01-21 12:30:00	IN	20
2019-01-21 12:30:00	OUT	7
2019-01-21 12:45:00	IN	15
2019-01-21 12:45:00	OUT	44
2019-01-21 13:00:00	IN	14
2019-01-21 13:00:00	OUT	37
2019-01-21 13:15:00	IN	7
2019-01-21 13:15:00	OUT	7
2019-01-21 13:30:00	IN	4
2019-01-21 13:30:00	OUT	3
2019-01-21 13:45:00	IN	11
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2019-01-21 14:00:00	IN	9
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2019-01-21 14:15:00	IN	2
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2019-01-21 14:30:00	IN	10
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2019-01-21 14:45:00	IN	12
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2019-01-21 15:00:00	IN	16
2019-01-21 15:00:00	OUT	14
2019-01-21 15:15:00	OUT	20
2019-01-21 15:30:00	IN	8
2019-01-21 15:30:00	OUT	19
2019-01-21 15:45:00	IN	2
2019-01-21 15:45:00	OUT	25
2019-01-21 16:00:00	IN	6
2019-01-21 16:00:00	OUT	39
2019-01-21 16:15:00	IN	7
2019-01-21 16:15:00	OUT	43
2019-01-21 16:30:00	IN	8
2019-01-21 16:30:00	OUT	35
2019-01-21 16:45:00	IN	6
2019-01-21 16:45:00	OUT	33
2019-01-21 17:00:00	IN	9
2019-01-21 17:00:00	OUT	47
2019-01-21 17:15:00	IN	10
2019-01-21 17:15:00	OUT	26
2019-01-21 17:30:00	IN	12
2019-01-21 17:30:00	OUT	50
2019-01-21 17:45:00	IN	4
2019-01-21 17:45:00	OUT	39
2019-01-21 18:00:00	IN	4
2019-01-21 18:00:00	OUT	24
2019-01-21 18:15:00	IN	7
2019-01-21 18:15:00	OUT	30
2019-01-21 18:30:00	IN	1
2019-01-21 18:30:00	OUT	13
2019-01-21 18:45:00	IN	3
2019-01-21 18:45:00	OUT	10
2019-01-21 19:00:00	IN	2
2019-01-21 19:00:00	OUT	10
2019-01-21 19:15:00	IN	1
2019-01-21 19:15:00	OUT	5
2019-01-21 19:30:00	IN	1
2019-01-21 19:30:00	OUT	6
2019-01-21 19:45:00	OUT	4
2019-01-21 20:00:00	IN	2
2019-01-21 20:00:00	OUT	12
2019-01-21 20:15:00	OUT	4
2019-01-21 20:30:00	OUT	4
2019-01-21 20:45:00	OUT	8
2019-01-21 21:00:00	IN	2
2019-01-21 21:00:00	OUT	8
2019-01-21 21:15:00	OUT	1
2019-01-21 21:30:00	IN	3
2019-01-21 21:30:00	OUT	7
2019-01-21 22:15:00	IN	1
2019-01-21 22:15:00	OUT	1
2019-01-21 22:30:00	IN	1
2019-01-21 22:30:00	OUT	2
2019-01-21 23:00:00	OUT	2
2019-01-21 23:30:00	OUT	1
2019-01-22 05:45:00	IN	1
2019-01-22 05:45:00	OUT	2
2019-01-22 06:00:00	OUT	1
2019-01-22 06:15:00	IN	7
2019-01-22 06:30:00	IN	3
2019-01-22 06:30:00	OUT	1
2019-01-22 06:45:00	IN	14
2019-01-22 07:00:00	IN	15
2019-01-22 07:00:00	OUT	1
2019-01-22 07:15:00	IN	32
2019-01-22 07:15:00	OUT	2
2019-01-22 07:30:00	IN	58
2019-01-22 07:30:00	OUT	10
2019-01-22 07:45:00	IN	56
2019-01-22 07:45:00	OUT	2
2019-01-22 08:00:00	IN	77
2019-01-22 08:00:00	OUT	7
2019-01-22 08:15:00	IN	75
2019-01-22 08:15:00	OUT	6
2019-01-22 08:30:00	IN	70
2019-01-22 08:30:00	OUT	4
2019-01-22 08:45:00	IN	68
2019-01-22 08:45:00	OUT	5
2019-01-22 09:00:00	IN	37
2019-01-22 09:00:00	OUT	6
2019-01-22 09:15:00	IN	63
2019-01-22 09:15:00	OUT	5
2019-01-22 09:30:00	IN	27
2019-01-22 09:30:00	OUT	4
2019-01-22 09:45:00	IN	23
2019-01-22 09:45:00	OUT	4
2019-01-22 10:00:00	IN	30
2019-01-22 10:00:00	OUT	6
2019-01-22 10:15:00	IN	13
2019-01-22 10:15:00	OUT	2
2019-01-22 10:30:00	IN	17
2019-01-22 10:30:00	OUT	13
2019-01-22 10:45:00	IN	7
2019-01-22 10:45:00	OUT	4
2019-01-22 11:00:00	IN	17
2019-01-22 11:00:00	OUT	5
2019-01-22 11:15:00	IN	5
2019-01-22 11:15:00	OUT	5
2019-01-22 11:30:00	IN	10
2019-01-22 11:30:00	OUT	10
2019-01-22 11:45:00	IN	10
2019-01-22 11:45:00	OUT	11
2019-01-22 12:00:00	IN	12
2019-01-22 12:00:00	OUT	10
2019-01-22 12:15:00	IN	9
2019-01-22 12:15:00	OUT	11
2019-01-22 12:30:00	IN	14
2019-01-22 12:30:00	OUT	8
2019-01-22 12:45:00	IN	18
2019-01-22 12:45:00	OUT	45
2019-01-22 13:00:00	IN	15
2019-01-22 13:00:00	OUT	30
2019-01-22 13:15:00	IN	7
2019-01-22 13:15:00	OUT	20
2019-01-22 13:30:00	IN	4
2019-01-22 13:30:00	OUT	10
2019-01-22 13:45:00	IN	4
2019-01-22 13:45:00	OUT	33
2019-01-22 14:00:00	IN	6
2019-01-22 14:00:00	OUT	10
2019-01-22 14:15:00	IN	5
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2019-01-22 14:30:00	IN	9
2019-01-22 14:30:00	OUT	13
2019-01-22 14:45:00	IN	7
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2019-01-22 15:00:00	IN	4
2019-01-22 15:00:00	OUT	17
2019-01-22 15:15:00	IN	2
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2019-01-22 15:30:00	IN	1
2019-01-22 15:30:00	OUT	11
2019-01-22 15:45:00	IN	8
2019-01-22 15:45:00	OUT	47
2019-01-22 16:00:00	IN	1
2019-01-22 16:00:00	OUT	54
2019-01-22 16:15:00	IN	7
2019-01-22 16:15:00	OUT	45
2019-01-22 16:30:00	IN	8
2019-01-22 16:30:00	OUT	64
2019-01-22 16:45:00	IN	7
2019-01-22 16:45:00	OUT	69
2019-01-22 17:00:00	IN	7
2019-01-22 17:00:00	OUT	53
2019-01-22 17:15:00	IN	3
2019-01-22 17:15:00	OUT	75
2019-01-22 17:30:00	IN	6
2019-01-22 17:30:00	OUT	69
2019-01-22 17:45:00	IN	4
2019-01-22 17:45:00	OUT	72
2019-01-22 18:00:00	IN	7
2019-01-22 18:00:00	OUT	26
2019-01-22 18:15:00	IN	3
2019-01-22 18:15:00	OUT	36
2019-01-22 18:30:00	IN	4
2019-01-22 18:30:00	OUT	10
2019-01-22 18:45:00	IN	4
2019-01-22 18:45:00	OUT	9
2019-01-22 19:00:00	IN	2
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2019-01-22 19:15:00	IN	1
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2019-01-22 19:30:00	IN	1
2019-01-22 19:30:00	OUT	3
2019-01-22 19:45:00	IN	1
2019-01-22 19:45:00	OUT	7
2019-01-22 20:00:00	OUT	7
2019-01-22 20:15:00	OUT	7
2019-01-22 20:30:00	IN	1
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2019-01-22 21:00:00	OUT	3
2019-01-22 21:15:00	IN	2
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2019-01-22 21:30:00	IN	1
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2019-01-22 22:00:00	IN	1
2019-01-22 22:00:00	OUT	3
2019-01-22 22:15:00	OUT	3
2019-01-22 23:00:00	OUT	1
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2019-01-23 06:30:00	IN	1
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2019-01-23 07:45:00	IN	61
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2019-01-23 08:00:00	IN	87
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2019-01-23 08:15:00	IN	59
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2019-01-23 08:30:00	IN	76
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2019-01-23 08:45:00	IN	77
2019-01-23 08:45:00	OUT	7
2019-01-23 09:00:00	IN	48
2019-01-23 09:00:00	OUT	3
2019-01-23 09:15:00	IN	36
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2019-01-23 09:30:00	IN	59
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2019-01-23 09:45:00	IN	34
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2019-01-23 10:00:00	IN	31
2019-01-23 10:00:00	OUT	9
2019-01-23 10:15:00	IN	21
2019-01-23 10:15:00	OUT	3
2019-01-23 10:30:00	IN	13
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2019-01-23 10:45:00	IN	9
2019-01-23 10:45:00	OUT	2
2019-01-23 11:00:00	IN	18
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2019-01-23 11:15:00	IN	9
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2019-01-23 11:30:00	IN	12
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2019-01-23 11:45:00	IN	10
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2019-01-23 12:00:00	IN	10
2019-01-23 12:00:00	OUT	13
2019-01-23 12:15:00	IN	9
2019-01-23 12:15:00	OUT	19
2019-01-23 12:30:00	IN	7
2019-01-23 12:30:00	OUT	6
2019-01-23 12:45:00	IN	17
2019-01-23 12:45:00	OUT	23
2019-01-23 13:00:00	IN	9
2019-01-23 13:00:00	OUT	47
2019-01-23 13:15:00	IN	7
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2019-01-23 13:30:00	IN	9
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2019-01-23 13:45:00	IN	9
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2019-01-23 14:00:00	IN	9
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2019-01-23 14:15:00	IN	6
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2019-01-23 14:30:00	IN	2
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2019-01-23 14:45:00	IN	5
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2019-01-23 15:00:00	IN	6
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2019-01-23 15:15:00	IN	2
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2019-01-23 15:45:00	IN	6
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2019-01-23 16:00:00	IN	10
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2019-01-23 16:15:00	IN	7
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2019-01-23 16:30:00	IN	3
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2019-01-23 17:15:00	IN	4
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2019-01-23 17:45:00	IN	6
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2019-01-23 18:00:00	IN	8
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2019-01-23 18:45:00	IN	3
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2019-01-23 19:00:00	IN	2
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2019-01-23 19:15:00	IN	3
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2019-01-23 21:15:00	OUT	1
2019-01-23 21:30:00	OUT	1
2019-01-23 21:45:00	OUT	5
2019-01-23 22:00:00	IN	1
2019-01-23 23:00:00	IN	1
2019-01-23 23:30:00	OUT	1
2019-01-23 23:45:00	IN	1
2019-01-24 06:00:00	OUT	1
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2019-01-24 06:45:00	IN	28
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2019-01-24 07:15:00	IN	35
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2019-01-24 07:30:00	IN	45
2019-01-24 07:30:00	OUT	3
2019-01-24 07:45:00	IN	88
2019-01-24 07:45:00	OUT	6
2019-01-24 08:00:00	IN	114
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2019-01-24 08:15:00	IN	62
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2019-01-24 08:30:00	IN	117
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2019-01-24 08:45:00	IN	79
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2019-01-24 09:15:00	IN	53
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2019-01-24 09:45:00	IN	42
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2019-01-24 12:45:00	IN	29
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2019-01-24 13:00:00	IN	7
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2019-01-24 15:30:00	IN	7
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2019-01-24 15:45:00	IN	5
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2019-01-24 16:15:00	IN	8
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2019-01-24 16:30:00	IN	8
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2019-01-24 17:30:00	IN	8
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2019-01-25 07:45:00	IN	76
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2019-01-25 08:15:00	IN	67
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2019-01-25 08:30:00	IN	68
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2019-01-25 08:45:00	IN	52
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2019-01-25 09:00:00	IN	35
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2019-01-25 09:15:00	IN	68
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2019-01-25 09:45:00	IN	37
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2019-01-25 13:45:00	IN	6
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2019-01-25 15:45:00	IN	4
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2019-01-25 16:00:00	IN	5
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2019-01-25 17:30:00	IN	6
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2019-01-25 18:00:00	IN	2
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2019-01-25 18:30:00	IN	2
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2019-01-25 19:00:00	IN	5
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2019-01-25 21:30:00	IN	2
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2019-01-26 10:30:00	IN	9
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2019-01-26 11:00:00	IN	6
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2019-01-26 11:15:00	IN	1
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2019-01-26 11:30:00	IN	3
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2019-01-26 11:45:00	IN	3
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2019-01-26 12:00:00	IN	2
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2019-01-26 12:15:00	IN	6
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2019-01-26 12:30:00	IN	1
2019-01-26 12:30:00	OUT	4
2019-01-26 12:45:00	IN	7
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2019-01-26 13:00:00	IN	1
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2019-01-26 13:15:00	IN	4
2019-01-26 13:15:00	OUT	4
2019-01-26 13:30:00	IN	4
2019-01-26 13:30:00	OUT	5
2019-01-26 13:45:00	IN	1
2019-01-26 13:45:00	OUT	1
2019-01-26 14:00:00	IN	6
2019-01-26 14:15:00	IN	3
2019-01-26 14:15:00	OUT	1
2019-01-26 14:30:00	IN	4
2019-01-26 14:30:00	OUT	4
2019-01-26 14:45:00	IN	2
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2019-01-26 15:00:00	IN	4
2019-01-26 15:15:00	IN	1
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2019-01-26 15:30:00	IN	3
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2019-01-26 15:45:00	IN	9
2019-01-26 15:45:00	OUT	3
2019-01-26 16:00:00	IN	5
2019-01-26 16:00:00	OUT	1
2019-01-26 16:15:00	IN	6
2019-01-26 16:15:00	OUT	5
2019-01-26 16:30:00	IN	4
2019-01-26 16:30:00	OUT	4
2019-01-26 16:45:00	IN	5
2019-01-26 16:45:00	OUT	10
2019-01-26 17:00:00	IN	1
2019-01-26 17:00:00	OUT	5
2019-01-26 17:15:00	IN	3
2019-01-26 17:15:00	OUT	4
2019-01-26 17:30:00	IN	1
2019-01-26 17:30:00	OUT	8
2019-01-26 17:45:00	IN	2
2019-01-26 17:45:00	OUT	14
2019-01-26 18:00:00	IN	2
2019-01-26 18:00:00	OUT	2
2019-01-26 18:15:00	IN	1
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2019-01-26 18:45:00	IN	2
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2019-01-27 17:45:00	IN	2
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2019-01-28 13:00:00	IN	6
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2019-01-28 13:30:00	IN	6
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2019-01-28 13:45:00	IN	7
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2019-01-28 14:30:00	IN	6
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2019-01-28 15:00:00	IN	6
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2019-01-28 15:30:00	IN	6
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2019-01-28 15:45:00	IN	2
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2019-01-28 16:00:00	IN	2
2019-01-28 16:00:00	OUT	5
2019-01-28 16:15:00	IN	7
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2019-01-28 16:30:00	IN	3
2019-01-28 16:30:00	OUT	9
2019-01-28 16:45:00	IN	8
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2019-01-28 17:15:00	IN	6
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2019-01-28 17:30:00	IN	3
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2019-01-28 17:45:00	IN	1
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2019-01-28 18:00:00	IN	3
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2019-01-28 19:00:00	IN	2
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2019-01-28 20:30:00	OUT	5
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2019-01-28 21:30:00	IN	2
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2019-01-28 22:00:00	IN	1
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2019-01-29 06:00:00	OUT	1
2019-01-29 06:30:00	IN	3
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2019-01-29 06:45:00	IN	17
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2019-01-29 07:00:00	IN	23
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2019-01-29 07:15:00	IN	38
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2019-01-29 07:30:00	IN	52
2019-01-29 07:30:00	OUT	3
2019-01-29 07:45:00	IN	48
2019-01-29 07:45:00	OUT	5
2019-01-29 08:00:00	IN	104
2019-01-29 08:00:00	OUT	5
2019-01-29 08:15:00	IN	91
2019-01-29 08:15:00	OUT	2
2019-01-29 08:30:00	IN	81
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2019-01-29 08:45:00	IN	53
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2019-01-29 09:00:00	IN	46
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2019-01-29 09:15:00	IN	43
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2019-01-29 09:30:00	IN	32
2019-01-29 09:30:00	OUT	1
2019-01-29 09:45:00	IN	40
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2019-01-29 10:00:00	IN	22
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2019-01-29 10:15:00	IN	12
2019-01-29 10:15:00	OUT	6
2019-01-29 10:30:00	IN	30
2019-01-29 10:30:00	OUT	5
2019-01-29 10:45:00	IN	11
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2019-01-29 11:00:00	IN	6
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2019-01-29 11:15:00	IN	12
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2019-01-29 11:30:00	IN	9
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2019-01-29 11:45:00	IN	6
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2019-01-29 12:30:00	IN	10
2019-01-29 12:30:00	OUT	10
2019-01-29 12:45:00	IN	24
2019-01-29 12:45:00	OUT	12
2019-01-29 13:00:00	IN	23
2019-01-29 13:00:00	OUT	61
2019-01-29 13:15:00	IN	12
2019-01-29 13:15:00	OUT	8
2019-01-29 13:30:00	IN	6
2019-01-29 13:30:00	OUT	11
2019-01-29 13:45:00	IN	6
2019-01-29 13:45:00	OUT	16
2019-01-29 14:00:00	IN	1
2019-01-29 14:00:00	OUT	19
2019-01-29 14:15:00	IN	4
2019-01-29 14:15:00	OUT	17
2019-01-29 14:30:00	IN	2
2019-01-29 14:30:00	OUT	14
2019-01-29 14:45:00	IN	5
2019-01-29 14:45:00	OUT	30
2019-01-29 15:00:00	IN	8
2019-01-29 15:00:00	OUT	21
2019-01-29 15:15:00	IN	11
2019-01-29 15:15:00	OUT	27
2019-01-29 15:30:00	IN	7
2019-01-29 15:30:00	OUT	25
2019-01-29 15:45:00	IN	5
2019-01-29 15:45:00	OUT	32
2019-01-29 16:00:00	IN	5
2019-01-29 16:00:00	OUT	26
2019-01-29 16:15:00	IN	2
2019-01-29 16:15:00	OUT	36
2019-01-29 16:30:00	IN	5
2019-01-29 16:30:00	OUT	40
2019-01-29 16:45:00	IN	9
2019-01-29 16:45:00	OUT	57
2019-01-29 17:00:00	IN	11
2019-01-29 17:00:00	OUT	66
2019-01-29 17:15:00	IN	8
2019-01-29 17:15:00	OUT	35
2019-01-29 17:30:00	IN	8
2019-01-29 17:30:00	OUT	42
2019-01-29 17:45:00	IN	7
2019-01-29 17:45:00	OUT	52
2019-01-29 18:00:00	IN	7
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2019-01-29 18:15:00	IN	2
2019-01-29 18:15:00	OUT	17
2019-01-29 18:30:00	IN	4
2019-01-29 18:30:00	OUT	10
2019-01-29 18:45:00	IN	5
2019-01-29 18:45:00	OUT	15
2019-01-29 19:00:00	OUT	22
2019-01-29 19:15:00	IN	3
2019-01-29 19:15:00	OUT	4
2019-01-29 19:30:00	IN	2
2019-01-29 19:30:00	OUT	9
2019-01-29 19:45:00	OUT	3
2019-01-29 20:00:00	OUT	8
2019-01-29 20:15:00	IN	3
2019-01-29 20:15:00	OUT	5
2019-01-29 20:30:00	OUT	6
2019-01-29 20:45:00	OUT	1
2019-01-29 21:00:00	IN	2
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2019-01-29 21:15:00	OUT	2
2019-01-29 21:30:00	IN	1
2019-01-29 21:30:00	OUT	1
2019-01-29 21:45:00	OUT	1
2019-01-29 22:00:00	OUT	4
2019-01-29 23:00:00	IN	1
2019-01-29 23:00:00	OUT	5
2019-01-29 23:30:00	IN	1
2019-01-30 05:45:00	OUT	1
2019-01-30 06:15:00	OUT	1
2019-01-30 06:30:00	IN	5
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2019-01-30 06:45:00	IN	18
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2019-01-30 07:00:00	OUT	1
2019-01-30 07:15:00	IN	17
2019-01-30 07:15:00	OUT	1
2019-01-30 07:30:00	IN	54
2019-01-30 07:30:00	OUT	9
2019-01-30 07:45:00	IN	67
2019-01-30 07:45:00	OUT	4
2019-01-30 08:00:00	IN	101
2019-01-30 08:00:00	OUT	6
2019-01-30 08:15:00	IN	78
2019-01-30 08:15:00	OUT	2
2019-01-30 08:30:00	IN	69
2019-01-30 08:30:00	OUT	4
2019-01-30 08:45:00	IN	55
2019-01-30 08:45:00	OUT	1
2019-01-30 09:00:00	IN	59
2019-01-30 09:00:00	OUT	7
2019-01-30 09:15:00	IN	54
2019-01-30 09:15:00	OUT	2
2019-01-30 09:30:00	IN	38
2019-01-30 09:30:00	OUT	2
2019-01-30 09:45:00	IN	34
2019-01-30 09:45:00	OUT	3
2019-01-30 10:00:00	IN	27
2019-01-30 10:00:00	OUT	5
2019-01-30 10:15:00	IN	15
2019-01-30 10:15:00	OUT	4
2019-01-30 10:30:00	IN	16
2019-01-30 10:30:00	OUT	3
2019-01-30 10:45:00	IN	15
2019-01-30 10:45:00	OUT	4
2019-01-30 11:00:00	IN	17
2019-01-30 11:00:00	OUT	9
2019-01-30 11:15:00	IN	8
2019-01-30 11:15:00	OUT	9
2019-01-30 11:30:00	IN	8
2019-01-30 11:30:00	OUT	6
2019-01-30 11:45:00	IN	10
2019-01-30 11:45:00	OUT	8
2019-01-30 12:00:00	IN	9
2019-01-30 12:00:00	OUT	5
2019-01-30 12:15:00	IN	15
2019-01-30 12:15:00	OUT	4
2019-01-30 12:30:00	IN	13
2019-01-30 12:30:00	OUT	8
2019-01-30 12:45:00	IN	10
2019-01-30 12:45:00	OUT	26
2019-01-30 13:00:00	IN	12
2019-01-30 13:00:00	OUT	23
2019-01-30 13:15:00	IN	10
2019-01-30 13:15:00	OUT	13
2019-01-30 13:30:00	IN	6
2019-01-30 13:30:00	OUT	13
2019-01-30 13:45:00	IN	12
2019-01-30 13:45:00	OUT	16
2019-01-30 14:00:00	IN	5
2019-01-30 14:00:00	OUT	5
2019-01-30 14:15:00	IN	6
2019-01-30 14:15:00	OUT	25
2019-01-30 14:30:00	IN	9
2019-01-30 14:30:00	OUT	15
2019-01-30 14:45:00	IN	2
2019-01-30 14:45:00	OUT	14
2019-01-30 15:00:00	IN	5
2019-01-30 15:00:00	OUT	16
2019-01-30 15:15:00	IN	5
2019-01-30 15:15:00	OUT	16
2019-01-30 15:30:00	IN	11
2019-01-30 15:30:00	OUT	16
2019-01-30 15:45:00	IN	12
2019-01-30 15:45:00	OUT	25
2019-01-30 16:00:00	IN	3
2019-01-30 16:00:00	OUT	38
2019-01-30 16:15:00	IN	8
2019-01-30 16:15:00	OUT	28
2019-01-30 16:30:00	IN	6
2019-01-30 16:30:00	OUT	35
2019-01-30 16:45:00	IN	9
2019-01-30 16:45:00	OUT	62
2019-01-30 17:00:00	IN	7
2019-01-30 17:00:00	OUT	59
2019-01-30 17:15:00	IN	8
2019-01-30 17:15:00	OUT	63
2019-01-30 17:30:00	IN	5
2019-01-30 17:30:00	OUT	45
2019-01-30 17:45:00	IN	4
2019-01-30 17:45:00	OUT	31
2019-01-30 18:00:00	IN	3
2019-01-30 18:00:00	OUT	18
2019-01-30 18:15:00	IN	5
2019-01-30 18:15:00	OUT	33
2019-01-30 18:30:00	IN	4
2019-01-30 18:30:00	OUT	27
2019-01-30 18:45:00	OUT	16
2019-01-30 19:00:00	IN	1
2019-01-30 19:00:00	OUT	10
2019-01-30 19:15:00	IN	1
2019-01-30 19:15:00	OUT	21
2019-01-30 19:30:00	IN	1
2019-01-30 19:30:00	OUT	7
2019-01-30 19:45:00	IN	1
2019-01-30 19:45:00	OUT	11
2019-01-30 20:00:00	IN	1
2019-01-30 20:00:00	OUT	9
2019-01-30 20:15:00	OUT	6
2019-01-30 20:30:00	IN	3
2019-01-30 20:30:00	OUT	6
2019-01-30 21:00:00	OUT	6
2019-01-30 21:15:00	IN	2
2019-01-30 21:15:00	OUT	1
2019-01-30 21:30:00	OUT	2
2019-01-30 22:30:00	IN	1
2019-01-30 22:30:00	OUT	2
2019-01-30 23:00:00	OUT	1
2019-01-31 06:30:00	IN	4
2019-01-31 06:30:00	OUT	3
2019-01-31 06:45:00	IN	22
2019-01-31 07:00:00	IN	23
2019-01-31 07:00:00	OUT	5
2019-01-31 07:15:00	IN	29
2019-01-31 07:15:00	OUT	6
2019-01-31 07:30:00	IN	38
2019-01-31 07:30:00	OUT	1
2019-01-31 07:45:00	IN	69
2019-01-31 07:45:00	OUT	12
2019-01-31 08:00:00	IN	63
2019-01-31 08:00:00	OUT	5
2019-01-31 08:15:00	IN	110
2019-01-31 08:15:00	OUT	7
2019-01-31 08:30:00	IN	62
2019-01-31 08:30:00	OUT	3
2019-01-31 08:45:00	IN	94
2019-01-31 08:45:00	OUT	3
2019-01-31 09:00:00	IN	44
2019-01-31 09:00:00	OUT	4
2019-01-31 09:15:00	IN	47
2019-01-31 09:15:00	OUT	1
2019-01-31 09:30:00	IN	30
2019-01-31 09:30:00	OUT	8
2019-01-31 09:45:00	IN	24
2019-01-31 09:45:00	OUT	3
2019-01-31 10:00:00	IN	20
2019-01-31 10:00:00	OUT	2
2019-01-31 10:15:00	IN	14
2019-01-31 10:15:00	OUT	3
2019-01-31 10:30:00	IN	18
2019-01-31 10:30:00	OUT	4
2019-01-31 10:45:00	IN	14
2019-01-31 10:45:00	OUT	4
2019-01-31 11:00:00	IN	11
2019-01-31 11:00:00	OUT	8
2019-01-31 11:15:00	IN	13
2019-01-31 11:15:00	OUT	8
2019-01-31 11:30:00	IN	8
2019-01-31 11:30:00	OUT	3
2019-01-31 11:45:00	IN	16
2019-01-31 11:45:00	OUT	7
2019-01-31 12:00:00	IN	12
2019-01-31 12:00:00	OUT	7
2019-01-31 12:15:00	IN	15
2019-01-31 12:15:00	OUT	5
2019-01-31 12:30:00	IN	10
2019-01-31 12:30:00	OUT	11
2019-01-31 12:45:00	IN	10
2019-01-31 12:45:00	OUT	25
2019-01-31 13:00:00	IN	13
2019-01-31 13:00:00	OUT	40
2019-01-31 13:15:00	IN	10
2019-01-31 13:15:00	OUT	18
2019-01-31 13:30:00	IN	6
2019-01-31 13:30:00	OUT	10
2019-01-31 13:45:00	IN	7
2019-01-31 13:45:00	OUT	17
2019-01-31 14:00:00	IN	3
2019-01-31 14:00:00	OUT	21
2019-01-31 14:15:00	IN	8
2019-01-31 14:15:00	OUT	13
2019-01-31 14:30:00	IN	7
2019-01-31 14:30:00	OUT	6
2019-01-31 14:45:00	IN	5
2019-01-31 14:45:00	OUT	16
2019-01-31 15:00:00	IN	9
2019-01-31 15:00:00	OUT	20
2019-01-31 15:15:00	IN	7
2019-01-31 15:15:00	OUT	13
2019-01-31 15:30:00	IN	10
2019-01-31 15:30:00	OUT	21
2019-01-31 15:45:00	IN	10
2019-01-31 15:45:00	OUT	10
2019-01-31 16:00:00	IN	3
2019-01-31 16:00:00	OUT	82
2019-01-31 16:15:00	IN	6
2019-01-31 16:15:00	OUT	37
2019-01-31 16:30:00	IN	4
2019-01-31 16:30:00	OUT	52
2019-01-31 16:45:00	IN	11
2019-01-31 16:45:00	OUT	48
2019-01-31 17:00:00	IN	7
2019-01-31 17:00:00	OUT	72
2019-01-31 17:15:00	IN	7
2019-01-31 17:15:00	OUT	77
2019-01-31 17:30:00	IN	13
2019-01-31 17:30:00	OUT	43
2019-01-31 17:45:00	IN	9
2019-01-31 17:45:00	OUT	31
2019-01-31 18:00:00	IN	4
2019-01-31 18:00:00	OUT	43
2019-01-31 18:15:00	IN	1
2019-01-31 18:15:00	OUT	20
2019-01-31 18:30:00	IN	3
2019-01-31 18:30:00	OUT	12
2019-01-31 18:45:00	IN	2
2019-01-31 18:45:00	OUT	6
2019-01-31 19:00:00	OUT	11
2019-01-31 19:15:00	IN	1
2019-01-31 19:15:00	OUT	6
2019-01-31 19:30:00	IN	1
2019-01-31 19:30:00	OUT	3
2019-01-31 19:45:00	IN	1
2019-01-31 19:45:00	OUT	2
2019-01-31 20:00:00	OUT	8
2019-01-31 20:15:00	OUT	5
2019-01-31 20:30:00	IN	2
2019-01-31 20:30:00	OUT	4
2019-01-31 20:45:00	IN	3
2019-01-31 20:45:00	OUT	3
2019-01-31 21:00:00	IN	2
2019-01-31 21:00:00	OUT	5
2019-01-31 21:15:00	OUT	2
2019-01-31 21:30:00	OUT	2
2019-01-31 21:45:00	IN	2
2019-01-31 22:00:00	OUT	1
2019-01-31 22:15:00	OUT	4
2019-01-31 22:30:00	IN	2

Data were aggregated to 15 min buckets.

stop_id	stop_name	journeyID	eis	tripID	alighting_time	boarding_stop	boarding_time	ticket_type	INOUT	timestamp	alighting_stop	recorded_15
1802	UQ Chancellor’s Place, zone E	2019010109272611065226642	11529215050243760128	2	2019-01-01 02:10:46	139	2019-01-01 01:54:44	SV Adult [Transfer] [Exit (Tag Off)]	IN	2019-01-01 02:10:46	NA	2019-01-01 02:00:00
1802	UQ Chancellor’s Place, zone E	2019010109272611065226642	11529215049875763200	2	2019-01-01 02:10:47	139	2019-01-01 01:54:33	Conc - Tert (B) [Transfer] [Exit (Tag Off)]	IN	2019-01-01 02:10:47	NA	2019-01-01 02:00:00
1802	UQ Chancellor’s Place, zone E	2019010207064725991208264	11529215049857796096	2	2019-01-01 03:54:23	139	2019-01-01 03:41:06	SV Adult [Transfer] [Exit (Tag Off)]	IN	2019-01-01 03:54:23	NA	2019-01-01 03:45:00
1802	UQ Chancellor’s Place, zone E	2019010207064725991208264	11529215046980026368	1	2019-01-01 06:39:51	138	2019-01-01 06:25:28	Conc - Tert (B) [Entry (Tag On)] [Exit (Tag Off)]	IN	2019-01-01 06:39:51	NA	2019-01-01 06:30:00
319665	UQ St Lucia ferry terminal	2019010207064725991208264	11529215047562377216	1	2019-01-01 07:10:28	317574	2019-01-01 07:07:31	SV Snr [Entry (Tag On)] [Exit (Tag Off)]	IN	2019-01-01 07:10:28	NA	2019-01-01 07:00:00
319665	UQ St Lucia ferry terminal	2019010207064725991208264	11529215047562326016	1	2019-01-01 07:10:35	317574	2019-01-01 07:07:34	SV Snr [Entry (Tag On)] [Exit (Tag Off)]	IN	2019-01-01 07:10:35	NA	2019-01-01 07:00:00
1802	UQ Chancellor’s Place, zone E	2019010207064725991208264	11529215048223940608	3	2019-01-01 07:11:30	138	2019-01-01 06:57:40	SV CPen [Transfer] [Exit (Tag Off)]	IN	2019-01-01 07:11:30	NA	2019-01-01 07:00:00
319665	UQ St Lucia ferry terminal	2019010207064725991208264	11529215047323322368	1	2019-01-01 07:40:58	317574	2019-01-01 07:36:12	SV Adult [Entry (Tag On)] [Exit (Tag Off)]	IN	2019-01-01 07:40:58	NA	2019-01-01 07:30:00

7.3 Results

Ins & outs, last week of Jan

Arrivals, complete dataset period

8 Twitter

8.1 Geocoded data

There are 846 geolocated tweets in 124 distinct locations over campus collected between 2018-05-17 05:32:52 and 2019-03-08 02:08:21

8.2 Location data

Additionally, it is also possible to include tweets without coordinates with names suggesting location on St Lucia campus. Following place_full_name were used:

place_full_name	freq
The University of Queensland	130
Advanced Engineering Building (49)	24
Ilab @ Uq	24
UQ Great Lake	19
Sir Llew Edwards Building (14)	13
UQ Centre (27) - Exhibition Hall	12
Hawken Engineering Building (50)	5
UQ Art Museum	5
UQ Athletics Track	5
Chamberlain Building (35)	4
Forgan Smith Building (1)	4
Steele Building (3)	4
UQ Lakes Bus Station	4
Chemistry Building (68)	3
Goddard Building (8)	3
Molecular Biosciences Building (76)	3
UQ Business School	3
Parnell Building (7)	2
Prentice Building (42)	2
UQ Alumni Court (16)	2
UQ Anthropology Museum	2
UQ Outdoor Netball Courts	2
UQ School Of Political Science And International Relations	2
UQ Sport & Fitness Centre	2
Colin Clark Building (39)	1
Don Nicklin Building (74)	1
Joyce Ackroyd Building (37)	1
Michie Building (9)	1
Priestley Building (67)	1
Sir James Foots Building (47A)	1
UQ-PACE School of Pharmacy	1
UQ Musculoskeletal and Sports Physiotherapy Clinic	1
UQ School of Education	1
UQ School of Psychology	1
UQ Tennis Club Cafeteria	1

That added additional 290 tweets.

8.3 Combined data

There are 1136 tweets from 345 users available on campus between 2018-05-17 15:32:52 and 2019-03-11 09:12:40.

# A tibble: 5 × 12
    UID created_at_tz       id_str  place_full_name place_place_type user_id_str
  <int> <dttm>              <chr>   <chr>           <chr>            <chr>      
1 33195 2018-09-03 16:17:28 103649… Brisbane, Quee… city             144390794  
2 33195 2018-09-06 18:49:07 103762… Brisbane, Quee… city             144390794  
3 33195 2018-08-29 20:35:26 103475… Brisbane, Quee… city             144390794  
4 33195 2018-08-30 09:53:52 103495… Brisbane, Quee… city             144390794  
5 33195 2018-08-20 10:07:13 103133… Brisbane, Quee… city             144390794  
# … with 6 more variables: user_location <chr>, user_description <chr>,
#   user_screen_name <chr>, user_verified <lgl>, text <chr>, lang <chr>

8.4 Results

Example of hourly aggregates for the whole campus:

8.5 Tweets of campus users posted outside campus

There are additional 26534 Tweets of users that posted at least once while on campus, that are located outside of it. Again some with precise location and some without.

8.5.1 Geocoded

8.5.2 Place name

# A tibble: 10 × 2
   place_full_name                         freq
   <chr>                                  <int>
 1 Brisbane, Queensland                   14479
 2 Sydney, New South Wales                 1077
 3 Melbourne, Victoria                      602
 4 Gold Coast, Queensland                   388
 5 Chapel Hill, Brisbane                    219
 6 Canberra, Australian Capital Territory   155
 7 Queensland, Australia                    119
 8 Sumner, Brisbane                         102
 9 Sunshine Coast, Queensland                95
10 St Lucia, Brisbane                        93

8.6 Limitations

Data would need some cleaning …

9 Google places

9.1 Locations

Google Places dataset contains data for popularity of places scraped from Google Maps between 2017-02-02 06:24:43 and 2017-02-16 04:55:38. Popularity is an arbitrary measure of 0-100 for each hour of each day of the week:

There are 275 places on teh campus, however only 9 have any information about popularity:

9.2 Data

There are 7 days with 24 hours of popularity so max of popular times is 168.

Simple feature collection with 5 features and 4 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 1848810 ymin: -3255570 xmax: 1848955 ymax: -3255023
Projected CRS: GDA94 / Geoscience Australia Lambert
# A tibble: 5 × 5
  name       types.0 scrape_data.0.p… scrape_data.0.p…           geometry
  <chr>      <chr>              <dbl>            <dbl>        <POINT [m]>
1 Saint Luc… cafe                  NA               NA (1848934 -3255023)
2 UQ Sport … health                NA               NA (1848955 -3255050)
3 Merlo Cof… cafe                  NA               NA (1848840 -3255269)
4 Lakeside … cafe                  NA               NA (1848907 -3255570)
5 Wordsmiths cafe                  NA               NA (1848810 -3255419)

9.3 Results

Distribution of popular times availability is:

   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
  32.00   56.00   97.00   91.11  114.00  153.00 

Distribution of popular times per 7*24 period:

9.4 Limitations

• no real dates, so no Aug ’16 coverage
• it’s all about popularity - so no real population measures for places - derive/find out/guestimate?
• complete black box methodology

10 Weather

From uqweather station (http://ww2.sees.uq.edu.au/uqweather/).

10.1 Temp

Example from one day:

10.2 Rain

Daily accumulated from the whole period:

Intensity: