Automatically parse Times data
At the moment, Times information is held in character vectors. Could use readr::parse_guess()
on all columns to fix this?
> ur_data_times
# A tibble: 5,945 x 28
rank_order rank name scores_overall scores_overall_… scores_teaching scores_teaching… scores_internat…
<chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
1 1 1 Harv… 96.1 1 99.7 1 72.4
2 2 2 Cali… 96.0 2 97.7 4 54.6
3 3 3 Mass… 95.6 3 97.8 3 82.3
4 4 4 Stan… 94.3 4 98.3 2 29.5
5 5 5 Prin… 94.2 5 90.9 6 70.3
6 6 6 Univ… 91.2 7 88.2 9 77.2
7 6 6 Univ… 91.2 6 90.5 7 77.7
8 8 8 Univ… 91.1 8 84.2 11 39.6
9 9 9 Impe… 90.6 9 89.2 8 90.0
10 10 10 Yale… 89.5 10 92.1 5 59.2
# ... with 5,935 more rows, and 20 more variables: scores_international_outlook_rank <chr>,
# scores_industry_income <chr>, scores_industry_income_rank <chr>, scores_research <chr>,
# scores_research_rank <chr>, scores_citations <chr>, scores_citations_rank <chr>, record_type <chr>,
# member_level <chr>, url <chr>, nid <int>, location <chr>, aliases <chr>, subjects_offered <chr>,
# year <int>, apply_link <chr>, stats_number_students <chr>, stats_student_staff_ratio <chr>,
# stats_pc_intl_students <chr>, stats_female_male_ratio <chr>