2019 Guiding

Buisiness Analysis

What you will find in this report:

This is a summary of my guiding work from 2019. The intial section is generally uninteresting and simply gives an overview of the data set as a whole, along with any issues such as missing values within the categories.

Below, in the section titled "Variables" you will find a breakdown of each variable I recored. If you want more descriptive stats about each variable, you can click the "See More Info" link. This will display a number of other descriptive statistics, along with a basic histogram to visualize the dats.

Dataset info

Number of variables tracked 10
Number of days recorded 106
Total Missing (%) 11.2%
Total size in memory 8.4 KiB
Average record size in memory 80.8 B

Variables types

Numeric 5
Categorical 3
Boolean 0
Date 1
Text (Unique) 0
Rejected 1
Unsupported 0

Warnings

  • Date has 7 / 6.6% missing values Missing
  • Description has 7 / 6.6% missing values Missing
  • Description has a high cardinality: 88 distinct values Warning
  • Discipline has 7 / 6.6% missing values Missing
  • Number is highly correlated with index (ρ = 1) Rejected
  • Number of clients has 8 / 7.5% missing values Missing
  • Pay has 7 / 6.6% missing values Missing
  • Time has 10 / 9.4% missing values Missing
  • Time has 2 / 1.9% zeros Zeros
  • Tip has 66 / 62.3% missing values Missing
  • Tip has 20 / 18.9% zeros Zeros
  • Worked For has 7 / 6.6% missing values Missing

Variables

Date
The day that the work took place Year/Month/Date

Distinct count 100
Unique (%) 94.3%
Missing (%) 6.6%
Missing (n) 7
Infinite (%) 0.0%
Infinite (n) 0
Minimum 2019-01-06 00:00:00
Maximum 2019-10-25 00:00:00

Description
A brief description of the day's guiding

Distinct count 88
Unique (%) 83.0%
Missing (%) 6.6%
Missing (n) 7
Haute Route
 
6
Learn to lead sport
 
3
Cancellation
 
3
Other values (84)
87
(Missing)
 
7
See More Info
Value Count Frequency (%)  
Haute Route 6 5.7%
 
Learn to lead sport 3 2.8%
 
Cancellation 3 2.8%
 
Climb in squamish 2 1.9%
 
Shucksan White Salmon 2 1.9%
 
LTLT course RR 2 1.9%
 
Keiths Hut - Vantage 1 0.9%
 
Whistler Blackcomb 1 0.9%
 
Drove to fox 1 0.9%
 
West Ridge Cragging 1 0.9%
 
Other values (77) 77 72.6%
 
(Missing) 7 6.6%
 

Discipline
The type of guiding

Distinct count 9
Unique (%) 8.5%
Missing (%) 6.6%
Missing (n) 7
Rock Climbing
33
Alpine
33
Ski Touring
17
Other values (5)
16
(Missing)
7
See More Info
Value Count Frequency (%)  
Rock Climbing 33 31.1%
 
Alpine 33 31.1%
 
Ski Touring 17 16.0%
 
Ski touring 6 5.7%
 
- 3 2.8%
 
Hiking 3 2.8%
 
Avalanche course 3 2.8%
 
Single Pitch 1 0.9%
 
(Missing) 7 6.6%
 

Number
Highly correlated

This variable is highly correlated with index and should be ignored for analysis

Correlation 1

Number of clients
The number of clients I worked with on the day

Distinct count 8
Unique (%) 7.5%
Missing (%) 7.5%
Missing (n) 8
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3571
Minimum 1
Maximum 10
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 2
95-th percentile 7
Maximum 10
Range 9
Interquartile range 1

Descriptive statistics

Standard deviation 2.1359
Coef of variation 0.90612
Kurtosis 3.7932
Mean 2.3571
MAD 1.5262
Skewness 2.0354
Sum 231
Variance 4.5619
Memory size 928.0 B
Value Count Frequency (%)  
1.0 48 45.3%
 
2.0 27 25.5%
 
6.0 7 6.6%
 
4.0 6 5.7%
 
3.0 4 3.8%
 
10.0 3 2.8%
 
7.0 3 2.8%
 
(Missing) 8 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 48 45.3%
 
2.0 27 25.5%
 
3.0 4 3.8%
 
4.0 6 5.7%
 
6.0 7 6.6%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 4 3.8%
 
4.0 6 5.7%
 
6.0 7 6.6%
 
7.0 3 2.8%
 
10.0 3 2.8%
 

Pay
Pay in US dollars. Daily net profit if Stratiform work, otherwise daily gross employee wage

Distinct count 16
Unique (%) 15.1%
Missing (%) 6.6%
Missing (n) 7
Infinite (%) 0.0%
Infinite (n) 0
Mean 444.14
Minimum 0
Maximum 800
Zeros (%) 0.9%

Quantile statistics

Minimum 0
5-th percentile 266.94
Q1 300
Median 450
Q3 550
95-th percentile 750
Maximum 800
Range 800
Interquartile range 250

Descriptive statistics

Standard deviation 161.88
Coef of variation 0.36447
Kurtosis -0.17489
Mean 444.14
MAD 129.87
Skewness 0.44199
Sum 43970
Variance 26204
Memory size 928.0 B
Value Count Frequency (%)  
450.0 17 16.0%
 
550.0 14 13.2%
 
750.0 12 11.3%
 
293.0 12 11.3%
 
308.0 8 7.5%
 
267.15 7 6.6%
 
350.0 7 6.6%
 
500.0 6 5.7%
 
525.0 6 5.7%
 
300.0 3 2.8%
 
Other values (5) 7 6.6%
 
(Missing) 7 6.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1 0.9%
 
235.0 1 0.9%
 
265.0 3 2.8%
 
267.15 7 6.6%
 
293.0 12 11.3%
 

Maximum 5 values

Value Count Frequency (%)  
500.0 6 5.7%
 
525.0 6 5.7%
 
550.0 14 13.2%
 
750.0 12 11.3%
 
800.0 1 0.9%
 

Time
A rough approximation of the time spent guiding the day in hours. Overnights always count as at least 12 hours unless they were even longer days, or shorter and the accomidation was in town with no obligation to cook, entertain, etc.

Distinct count 13
Unique (%) 12.3%
Missing (%) 9.4%
Missing (n) 10
Infinite (%) 0.0%
Infinite (n) 0
Mean 9.3646
Minimum 0
Maximum 17
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 5
Q1 8
Median 9
Q3 12
95-th percentile 12
Maximum 17
Range 17
Interquartile range 4

Descriptive statistics

Standard deviation 2.8878
Coef of variation 0.30837
Kurtosis 0.93842
Mean 9.3646
MAD 2.4006
Skewness -0.51254
Sum 899
Variance 8.3394
Memory size 928.0 B
Value Count Frequency (%)  
12.0 33 31.1%
 
8.0 29 27.4%
 
6.0 9 8.5%
 
10.0 8 7.5%
 
14.0 3 2.8%
 
7.0 3 2.8%
 
9.0 3 2.8%
 
5.0 3 2.8%
 
0.0 2 1.9%
 
17.0 1 0.9%
 
Other values (2) 2 1.9%
 
(Missing) 10 9.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 1.9%
 
4.0 1 0.9%
 
5.0 3 2.8%
 
6.0 9 8.5%
 
7.0 3 2.8%
 

Maximum 5 values

Value Count Frequency (%)  
10.0 8 7.5%
 
11.0 1 0.9%
 
12.0 33 31.1%
 
14.0 3 2.8%
 
17.0 1 0.9%
 

Tip
Daily Tip in US Dollars

Distinct count 20
Unique (%) 18.9%
Missing (%) 62.3%
Missing (n) 66
Infinite (%) 0.0%
Infinite (n) 0
Mean 105.36
Minimum 0
Maximum 1000
Zeros (%) 18.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 20
Q3 152.5
95-th percentile 395.5
Maximum 1000
Range 1000
Interquartile range 152.5

Descriptive statistics

Standard deviation 186.56
Coef of variation 1.7706
Kurtosis 13.44
Mean 105.36
MAD 117.26
Skewness 3.2781
Sum 4214.5
Variance 34805
Memory size 928.0 B
Value Count Frequency (%)  
0.0 20 18.9%
 
100.0 2 1.9%
 
80.0 2 1.9%
 
45.0 1 0.9%
 
205.5 1 0.9%
 
70.0 1 0.9%
 
120.0 1 0.9%
 
1000.0 1 0.9%
 
170.0 1 0.9%
 
150.0 1 0.9%
 
Other values (9) 9 8.5%
 
(Missing) 66 62.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 20 18.9%
 
40.0 1 0.9%
 
45.0 1 0.9%
 
70.0 1 0.9%
 
80.0 2 1.9%
 

Maximum 5 values

Value Count Frequency (%)  
224.0 1 0.9%
 
300.0 1 0.9%
 
390.0 1 0.9%
 
500.0 1 0.9%
 
1000.0 1 0.9%
 

Worked For
The buisiness I was working for. "Stratiform" are self employed days.

Distinct count 7
Unique (%) 6.6%
Missing (%) 6.6%
Missing (n) 7
Stratiform
56
Pro Guiding Service
21
Aspiring Guides
 
7
Other values (3)
15
See More Info
Value Count Frequency (%)  
Stratiform 56 52.8%
 
Pro Guiding Service 21 19.8%
 
Aspiring Guides 7 6.6%
 
Aspen Alpine Guides 7 6.6%
 
International Alpine Guides 6 5.7%
 
Stratiform 2 1.9%
 
(Missing) 7 6.6%
 

index
The running count of days

Distinct count 106
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 53.5
Minimum 1
Maximum 106
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 6.25
Q1 27.25
Median 53.5
Q3 79.75
95-th percentile 100.75
Maximum 106
Range 105
Interquartile range 52.5

Descriptive statistics

Standard deviation 30.744
Coef of variation 0.57465
Kurtosis -1.2
Mean 53.5
MAD 26.5
Skewness 0
Sum 5671
Variance 945.17
Memory size 928.0 B
Value Count Frequency (%)  
1 106 100.0%
 
1 27 25.5%
 
1 29 27.4%
 
1 30 28.3%
 
1 31 29.2%
 
1 32 30.2%
 
1 33 31.1%
 
1 34 32.1%
 
1 35 33.0%
 
1 36 34.0%
 
Other values (96) 5278 4979.2%
 

Minimum 5 values

Value Count Frequency (%)  
1 106 100.0%
 
1 27 25.5%
 
1 29 27.4%
 
1 30 28.3%
 
1 31 29.2%
 

Maximum 5 values

Value Count Frequency (%)  
1 74 69.8%
 
1 75 70.8%
 
1 76 71.7%
 
1 77 72.6%
 
1 1 0.9%
 

Dataset Sample

View Full Dataset
Date Worked For Discipline Pay Tip Number of clients Time Description Number
1 2019-01-06 Aspiring Guides Rock Climbing 267.15 NaN 1.0 6.0 Drove to fox 1.0
2 2019-01-07 Aspiring Guides Alpine 267.15 NaN 1.0 8.0 Guided Humdinger 2.0
3 2019-01-08 Aspiring Guides Alpine 267.15 NaN 1.0 11.0 Guided Lendenfield 3.0
4 2019-01-09 Aspiring Guides Alpine 267.15 205.5 1.0 5.0 Flew out drove to Wanaka 4.0
5 2019-01-11 Aspiring Guides Single Pitch 267.15 NaN 4.0 8.0 Rock instruction at main wall 5.0
6 2019-01-12 Aspiring Guides Alpine 267.15 NaN 4.0 8.0 Approached and instruction in remarks 6.0
7 2019-01-13 Aspiring Guides Alpine 267.15 NaN 4.0 10.0 North ridge of single cone client lead 7.0
8 2019-02-14 Stratiform Ski touring 450.00 NaN 1.0 6.0 Skied Vail Pass South Side 8.0
9 2019-02-15 Stratiform Ski touring 450.00 NaN 1.0 6.0 Skied Beaver Creek 9.0
10 2019-02-20 Aspen Alpine Guides Ski touring 235.00 NaN 7.0 9.0 Skied into Lindley hut 10.0
11 2019-02-21 Aspen Alpine Guides Ski touring 265.00 NaN 7.0 12.0 Ski around Lindley hut 11.0
12 2019-02-22 Aspen Alpine Guides Ski touring 265.00 100.0 7.0 5.0 Skied out of Lindley hut 12.0
13 2019-02-24 Stratiform Alpine 350.00 70.0 1.0 8.0 Mountain Instruction at Castle Rock 13.0
14 2019-02-27 Aspen Alpine Guides Ski touring 265.00 100.0 1.0 6.0 Mellow tour to Baldy Knob in Aspen 14.0
15 2019-03-01 Aspen Alpine Guides Avalanche course 300.00 NaN 10.0 12.0 Approach Sangree hut 15.0
16 2019-03-02 Aspen Alpine Guides Avalanche course 300.00 NaN 10.0 12.0 Tour around sangria hut and buckeye peak 16.0
17 2019-03-03 Aspen Alpine Guides Avalanche course 300.00 120.0 10.0 6.0 Ski out from hut 17.0
18 2019-03-05 Stratiform Ski Touring 550.00 0.0 2.0 7.0 Ski tour in RMNP 18.0
19 2019-03-30 International Alpine Guides Ski Touring 525.00 NaN 6.0 12.0 Haute Route 19.0
20 2019-03-31 International Alpine Guides Ski Touring 525.00 NaN 6.0 12.0 Haute Route 20.0
21 2019-04-01 International Alpine Guides Ski Touring 525.00 NaN 6.0 12.0 Haute Route 21.0
22 2019-04-02 International Alpine Guides Ski Touring 525.00 NaN 6.0 12.0 Haute Route 22.0
23 2019-04-03 International Alpine Guides Ski Touring 525.00 NaN 6.0 12.0 Haute Route 23.0
24 2019-04-04 International Alpine Guides Ski Touring 525.00 1000.0 6.0 12.0 Haute Route 24.0
25 2019-04-10 Stratiform Ski Touring 350.00 0.0 1.0 10.0 Keiths Hut - Vantage 25.0
26 2019-04-11 Stratiform Ski Touring 350.00 0.0 1.0 12.0 Aussie Couloir 26.0
27 2019-04-12 Stratiform Ski Touring 350.00 0.0 1.0 10.0 Matier 27.0
28 2019-05-04 Pro Guiding Service Ski Touring 308.00 NaN 2.0 12.0 Shucksan White Salmon 28.0
29 2019-05-05 Pro Guiding Service Ski Touring 308.00 170.0 2.0 12.0 Shucksan White Salmon 29.0
30 2019-05-08 Stratiform Ski Touring 550.00 45.0 1.0 9.0 RMNP Ski Tour 30.0
31 2019-05-12 Stratiform Rock Climbing 450.00 0.0 1.0 7.0 Castle rock cragging and multipitch 31.0
32 2019-05-13 Stratiform Rock Climbing 450.00 0.0 1.0 8.0 West Ridge Cragging 32.0
33 2019-05-14 Stratiform Rock Climbing 450.00 0.0 2.0 6.0 Flatiron 33.0
34 2019-05-15 Stratiform Rock Climbing 450.00 0.0 1.0 8.0 Eldo multi pitch 34.0
35 2019-05-16 Stratiform Rock Climbing 450.00 0.0 1.0 8.0 Eldo single pitch 35.0
36 2019-05-17 Stratiform Rock Climbing 450.00 0.0 2.0 4.0 Bo Can rained out 36.0
37 2019-05-18 Stratiform Rock Climbing 550.00 0.0 2.0 6.0 Castle rock instruction 37.0
38 2019-05-25 Pro Guiding Service Alpine 308.00 0.0 1.0 10.0 Mountaineering instruction - hiked to baker camp 38.0
39 2019-05-26 Pro Guiding Service Alpine 293.00 90.0 1.0 10.0 Crevasse rescue and travel technique 39.0
40 2019-05-27 Stratiform Ski Touring 800.00 0.0 2.0 10.0 Ski colman demming 40.0
41 2019-05-31 Pro Guiding Service Ski Touring 308.00 NaN 1.0 10.0 Approach Hogs back 41.0
42 2019-06-01 Pro Guiding Service Ski Touring 308.00 NaN 1.0 12.0 Ski Baker 42.0
43 2019-06-02 Pro Guiding Service Ski Touring 293.00 160.0 1.0 7.0 Short tour, hike out 43.0
44 2019-06-03 Pro Guiding Service Alpine 439.50 80.0 1.0 14.0 North ridge, ski CD 44.0
45 2019-06-07 Pro Guiding Service Rock Climbing 293.00 NaN 3.0 8.0 Vantage 45.0
46 2019-06-08 Pro Guiding Service Rock Climbing 293.00 NaN 3.0 8.0 Black Rock -exit 32 46.0
47 2019-06-09 Pro Guiding Service Rock Climbing 293.00 190.0 3.0 8.0 Deception - Exit 38 47.0
48 2019-06-12 Pro Guiding Service Hiking 293.00 0.0 6.0 12.0 Chair peak circus nav hike 48.0
49 2019-06-27 Stratiform - 550.00 NaN 2.0 6.0 Drive to squamish 49.0
50 2019-06-28 Stratiform Alpine 750.00 NaN 2.0 12.0 Hike into Garibaldi 50.0
51 2019-06-29 Stratiform Alpine 750.00 NaN 2.0 12.0 Sit in tent 51.0
52 2019-06-30 Stratiform Alpine 750.00 NaN 2.0 12.0 Climb garibaldi, hike out 52.0
53 2019-07-01 Stratiform Rock Climbing 750.00 NaN 2.0 8.0 Climb in squamish 53.0
54 2019-07-02 Stratiform Hiking 750.00 NaN 2.0 8.0 Whistler Blackcomb 54.0
55 2019-07-03 Stratiform Rock Climbing 750.00 NaN 2.0 8.0 Climb in squamish 55.0
56 2019-07-04 Stratiform Hiking 750.00 NaN 2.0 8.0 Hike on snoqualmie 56.0
57 2019-07-05 Stratiform - 550.00 500.0 2.0 0.0 nothing 57.0
58 2019-07-07 Pro Guiding Service Alpine 308.00 NaN 2.0 6.0 Hike in 3 miles, camp 58.0
59 2019-07-08 Pro Guiding Service Alpine 308.00 NaN 2.0 12.0 Approach high camp 59.0
60 2019-07-09 Pro Guiding Service Alpine 308.00 NaN 2.0 17.0 climb, hike out 60.0
61 2019-07-10 Pro Guiding Service Alpine 293.00 224.0 2.0 0.0 Did not work 61.0
62 2019-07-18 Pro Guiding Service Alpine 293.00 80.0 2.0 12.0 The Tooth 62.0
63 2019-07-22 Pro Guiding Service Alpine 293.00 40.0 1.0 9.0 Chair peak 63.0
64 2019-07-26 Pro Guiding Service Rock Climbing 293.00 NaN 4.0 8.0 Learn to lead sport 64.0
65 2019-07-27 Pro Guiding Service Rock Climbing 293.00 NaN 4.0 8.0 Learn to lead sport 65.0
66 2019-07-28 Pro Guiding Service Rock Climbing 293.00 200.0 4.0 8.0 Learn to lead sport 66.0
67 2019-08-11 Stratiform - 0.00 NaN NaN 12.0 Drive to Bugs 67.0
68 2019-08-12 Stratiform Alpine 550.00 NaN 1.0 12.0 Hike into Bugs 68.0
69 2019-08-13 Stratiform Alpine 550.00 NaN 1.0 12.0 Lions Way 69.0
70 2019-08-14 Stratiform Alpine 550.00 NaN 1.0 12.0 Rest/instructions 70.0
71 2019-08-15 Stratiform Alpine 550.00 NaN 1.0 12.0 Pigeon 71.0
72 2019-08-16 Stratiform Alpine 550.00 NaN 1.0 12.0 Weather day/instruction 72.0
73 2019-08-17 Stratiform Alpine 550.00 NaN 1.0 12.0 Hike out, sport climb 73.0
74 2019-08-18 Stratiform Rock Climbing 550.00 300.0 1.0 12.0 Sport climb in Revelstoke, drive home 74.0
75 2019-08-23 Stratiform Alpine 750.00 0.0 2.0 14.0 Hallet - CB 75.0
76 2019-08-24 Stratiform Rock Climbing 750.00 0.0 1.0 8.0 Eldo - dissapearing act 76.0
77 2019-08-26 Stratiform Alpine 750.00 0.0 2.0 14.0 Saber - Kor 77.0
78 2019-08-28 Stratiform Rock Climbing 750.00 390.0 2.0 8.0 Lumpy - Pear butt 78.0
79 2019-08-29 Stratiform Rock Climbing 350.00 0.0 1.0 NaN Cancellation 79.0
80 2019-08-30 Stratiform Rock Climbing 350.00 0.0 1.0 NaN Cancellation 80.0
81 2019-08-31 Stratiform Rock Climbing 350.00 0.0 1.0 NaN Cancellation 81.0
82 2019-09-03 Stratiform Alpine 500.00 NaN 1.0 12.0 Hike into wedge 82.0
83 2019-09-04 Stratiform Alpine 500.00 NaN 1.0 12.0 wedge 83.0
84 2019-09-05 Stratiform Rock Climbing 500.00 NaN 1.0 12.0 Calculus crack 84.0
85 2019-09-06 Stratiform Alpine 500.00 NaN 1.0 12.0 Hike into baker 85.0
86 2019-09-07 Stratiform Alpine 500.00 NaN 1.0 12.0 North ridge 86.0
87 2019-09-08 Stratiform Alpine 500.00 NaN 1.0 12.0 Hike out in rain 87.0
88 2019-09-09 Stratiform Alpine 750.00 150.0 3.0 8.0 Attempt to go seracing 88.0
89 2019-09-17 Stratiform Rock Climbing 450.00 NaN 1.0 8.0 Eldo rock climbing 89.0
90 2019-09-18 Stratiform Rock Climbing 450.00 NaN 1.0 8.0 Eldo Ruper 90.0
91 2019-09-19 Stratiform Rock Climbing 450.00 NaN 1.0 8.0 Eldo something else 91.0
92 2019-09-20 Stratiform Alpine 450.00 NaN 2.0 10.0 Hallet N Ridge 92.0
93 2019-09-21 Stratiform Rock Climbing 450.00 NaN 1.0 5.0 Animal world cragging 93.0
94 2019-10-19 Stratiform Rock Climbing 550.00 NaN 2.0 8.0 LTLT course RR 94.0
95 2019-10-20 Stratiform Rock Climbing 550.00 NaN 2.0 8.0 LTLT course RR 95.0
96 2019-10-21 Stratiform Rock Climbing 450.00 NaN 1.0 8.0 Dark Shadows 96.0
97 2019-10-23 Stratiform Rock Climbing 450.00 NaN 1.0 8.0 Dark corridor cragging 97.0
98 2019-10-24 Stratiform Rock Climbing 450.00 NaN 1.0 8.0 Dark shadows/edge dressing 98.0
99 2019-10-25 Stratiform Rock Climbing 450.00 NaN 1.0 8.0 Cragging around whiskey pk (failed on frogland) 99.0
100 NaT NaN NaN NaN NaN NaN NaN NaN NaN
101 NaT NaN NaN NaN NaN NaN NaN NaN NaN
102 NaT NaN NaN NaN NaN NaN NaN NaN NaN
103 NaT NaN NaN NaN NaN NaN NaN NaN NaN
104 NaT NaN NaN NaN NaN NaN NaN NaN NaN
105 NaT NaN NaN NaN NaN NaN NaN NaN NaN
106 NaT NaN NaN NaN NaN NaN NaN NaN NaN
Date Worked For Discipline Pay Tip Number of clients Time Description Number
1 2019-01-06 Aspiring Guides Rock Climbing 267.15 NaN 1.0 6.0 Drove to fox 1.0
2 2019-01-07 Aspiring Guides Alpine 267.15 NaN 1.0 8.0 Guided Humdinger 2.0
3 2019-01-08 Aspiring Guides Alpine 267.15 NaN 1.0 11.0 Guided Lendenfield 3.0
4 2019-01-09 Aspiring Guides Alpine 267.15 205.5 1.0 5.0 Flew out drove to Wanaka 4.0
5 2019-01-11 Aspiring Guides Single Pitch 267.15 NaN 4.0 8.0 Rock instruction at main wall 5.0