Datasets contained in this package:
| Item | Title |
|---|---|
| clefairy | All Clefairy Sightings in Taipei City |
| daily_pm_count | Daily Pokemon Sightings Count |
| pm_count_by_hour | Hourly Pokemon Sightings Count |
| pm_freq | Pokemon Sightings Frequencies |
| pm_freq_by_hour | Hourly Pokemon Sightings Frequencies |
| sightings_grid_latlon | Pokemon Sightings in Taiwan Grouped in Grid Cells |
# install.packages("devtools")
devtools::install_github("LinkerNetworks/pmbq")Import the pmbq library, and start ruling the pokemon world!
library(pmbq)
library(magrittr)
library(ggmap)
clefairy %>% qmplot(x= longitude, y= latitude, data = .)
head(clefairy)
| pokemonId | longitude | latitude | created | dup_cnt |
|---|---|---|---|---|
| 35 | 121.5632 | 25.02768 | 2016-08-24 00:03:11 | 1 |
| 35 | 121.5632 | 25.02768 | 2016-08-24 00:03:11 | 1 |
| 35 | 121.5676 | 25.03177 | 2016-08-24 00:07:50 | 1 |
| 35 | 121.5676 | 25.03177 | 2016-08-24 00:07:50 | 1 |
| 35 | 121.5545 | 25.02300 | 2016-08-24 00:08:36 | 1 |
| 35 | 121.5545 | 25.02300 | 2016-08-24 00:08:36 | 1 |
head(daily_pm_count)
| date_created | pokemonId | cnt |
|---|---|---|
| 2016-08-24 | 98 | 36620 |
| 2016-08-24 | 41 | 36189 |
| 2016-08-24 | 32 | 16365 |
| 2016-08-24 | 133 | 38787 |
| 2016-08-24 | 35 | 15290 |
| 2016-08-24 | 117 | 628 |
head(pm_count_by_hour)
| pokemonId | hour_created | cnt |
|---|---|---|
| 84 | 8 | 1036 |
| 140 | 8 | 281 |
| 32 | 8 | 3360 |
| 114 | 8 | 1650 |
| 129 | 8 | 22791 |
| 1 | 8 | 3916 |
head(pm_freq)
| pokemonId | name | freq |
|---|---|---|
| 68 | Machamp | 4.30e-06 |
| 26 | Raichu | 7.60e-06 |
| 135 | Jolteon | 7.60e-06 |
| 65 | Alakazam | 1.08e-05 |
| 76 | Golem | 1.34e-05 |
| 97 | Hypno | 1.41e-05 |
head(pm_freq_by_hour)
| pokemonId | hour_created | cnt | freq |
|---|---|---|---|
| 84 | 8 | 1036 | 0.0357007 |
| 140 | 8 | 281 | 0.0376121 |
| 32 | 8 | 3360 | 0.0364192 |
| 114 | 8 | 1650 | 0.0397485 |
| 129 | 8 | 22791 | 0.0361307 |
| 1 | 8 | 3916 | 0.0370514 |
head(sightings_grid_latlon)
| cell_x | cell_y | avg_cnt | x | y |
|---|---|---|---|---|
| 6 | 13 | 51864.2 | 120.30 | 22.65 |
| 32 | 62 | 4083.4 | 121.60 | 25.10 |
| 5 | 20 | 9511.6 | 120.25 | 23.00 |
| 7 | 13 | 14809.8 | 120.35 | 22.65 |
| 6 | 16 | 2559.0 | 120.30 | 22.80 |
| 24 | 60 | 1902.0 | 121.20 | 25.00 |