#DataExplorer

## # A tibble: 1 x 9
##    rows columns discrete_columns continuous_columns all_missing_columns
##   <int>   <int>            <int>              <int>               <int>
## 1    19      89               72                 10                   7
## # ... with 4 more variables: total_missing_values <int>, complete_rows <int>,
## #   total_observations <int>, memory_usage <dbl>

#skimr

Data summary
Name SipoSlackWKKF
Number of rows 19
Number of columns 89
_______________________
Column type frequency:
character 71
Date 1
logical 7
numeric 10
________________________
Group variables None

Variable type: character

skim_variable n_missing complete_rate min max empty n_unique whitespace
fulcrum_id 0 1.00 36 36 0 19 0
created_at 0 1.00 23 23 0 19 0
updated_at 0 1.00 23 23 0 19 0
created_by 0 1.00 17 17 0 1 0
updated_by 0 1.00 17 17 0 1 0
system_created_at 0 1.00 23 23 0 19 0
system_updated_at 0 1.00 23 23 0 19 0
geometry 18 0.05 29 29 0 1 0
anonymous_responder 0 1.00 2 3 0 2 0
first_name_of_responder 5 0.74 5 13 0 14 0
last_name_of_responder 5 0.74 4 8 0 14 0
job_position_at_organization 5 0.74 3 26 0 11 0
affiliated_organization_full_name 5 0.74 14 71 0 14 0
affiliated_organization_acronym 5 0.74 2 8 0 14 0
preferred_primary_language 5 0.74 6 14 0 3 0
organizations_primary_sector_of_work 5 0.74 5 16 0 5 0
organizations_secondary_sector_of_work 6 0.68 5 33 0 4 0
what_is_your_organizations_main_sector_of_work_other 14 0.26 15 81 0 5 0
what_is_your_organizations_secondary_sector_of_work_other 17 0.11 25 38 0 2 0
did_you_receive_an_invitation_to_the_wkkf_grantees_workspace_on_slack 0 1.00 2 3 0 2 0
email_to_send_slack_invite 16 0.16 17 28 0 3 0
have_you_ever_logged_in_to_the_wkkf_slack 3 0.84 2 3 0 2 0
why_have_you_not_logged_in 17 0.11 11 32 0 2 0
have_you_ever_used_slack_before_the_wkkf_invitation 4 0.79 2 3 0 2 0
how_well_do_you_know_how_to_use_slack 0 1.00 8 15 0 4 0
how_often_are_you_using_the_wkkf_slack_workspace 5 0.74 5 22 0 4 0
usage_only_logged_in 6 0.68 2 3 0 3 0
usage_browse_check_post 6 0.68 2 3 0 2 0
usage_reply_to_post 6 0.68 2 3 0 2 0
usage_direct_messages 6 0.68 2 3 0 2 0
usage_posted_to_a_channel 6 0.68 2 3 0 2 0
usage_posted_a_question_to_a_channel 6 0.68 2 3 0 2 0
usage_are_there_any_other_ways_that_have_you_used_the_wkkf_slack_workspace 6 0.68 2 3 0 2 0
usage_in_what_ways_have_you_used_the_wkkf_slack_workspace_other 14 0.26 39 265 0 5 0
the_posts_on_the_workspace_are_useful 6 0.68 2 8 0 3 0
quick_access_to_wkkf_staff_is_useful 6 0.68 2 8 0 3 0
seeing_what_other_nonprofits_are_doing 6 0.68 2 8 0 3 0
direct_messages_to_wkkf_staff_is_useful 13 0.32 2 8 0 3 0
direct_messages_to_organizations_i_work_with_is_useful 13 0.32 2 8 0 3 0
direct_messages_to_other_grantees_i_dont_work_with_is_useful 13 0.32 2 8 0 3 0
anything_else_to_be_useful_on_the_slack_workspace 6 0.68 2 3 0 3 0
what_have_you_found_useful_on_the_wkkf_slack_workspace_other 14 0.26 30 155 0 5 0
additional_comments_current_use_section 13 0.32 34 188 0 6 0
limited_use_reason_too_busy 6 0.68 2 3 0 3 0
limited_use_reason_slow_internet 6 0.68 2 3 0 3 0
limited_use_reason_not_useful 6 0.68 2 3 0 3 0
limited_use_reason_no_recent_activity 6 0.68 2 3 0 3 0
limited_use_reason_shy_self_conscious_uncomfortable 6 0.68 2 3 0 2 0
limited_use_reason_other_reasons 6 0.68 2 3 0 2 0
other_reasons_for_limited_use 9 0.53 30 193 0 10 0
how_comfortable_are_you_posting_on_the_workspace 6 0.68 1 14 0 5 0
why_are_you_uncomfortable_posting 17 0.11 36 134 0 2 0
i_dont_post_because_im_not_expecting_any_useful_answers 6 0.68 1 14 0 4 0
i_dont_post_because_it_is_over_moderated 6 0.68 1 14 0 3 0
other_reasons_for_not_posting_to_a_channel 6 0.68 2 3 0 3 0
is_there_anything_keeping_you_from_replying_to_a_post 6 0.68 5 14 0 2 0
other_reasons_keeping_you_from_replying_to_a_post 12 0.37 9 74 0 7 0
what_are_your_thoughts_on_the_workspace_in_general 6 0.68 10 211 0 13 0
additional_comments_current_slack_usage_section 14 0.26 9 120 0 5 0
what_would_make_you_want_to_use_the_wkkf_slack_workspace 1 0.95 29 249 0 18 0
what_do_you_want_to_discuss_on_the_wkkf_slack_workspace 1 0.95 7 303 0 18 0
what_do_you_want_to_hear_from_your_wkkf_program_officers 1 0.95 35 315 0 18 0
beneficial_expertise_to_acquire_on_the_wkkf_slack 1 0.95 3 196 0 18 0
what_are_some_of_the_main_challenges_your_organization_faces_regularly 1 0.95 3 426 0 18 0
would_knowing_accounting_practices_of_other_organizations_be_useful 1 0.95 2 3 0 2 0
would_getting_employee_recruitment_suggestions_be_useful 1 0.95 2 8 0 3 0
would_knowing_pay_scales_of_other_nonprofits_be_useful 1 0.95 2 3 0 2 0
would_knowing_how_other_nonprofits_manage_their_internet_be_useful 1 0.95 2 8 0 3 0
would_knowing_who_other_nonprofits_use_for_fundraising_services_be_useful 1 0.95 2 8 0 3 0
additional_comments_what_would_be_useful_section 4 0.79 3 552 0 15 0
general_additional_comments 5 0.74 7 298 0 13 0

Variable type: Date

skim_variable n_missing complete_rate min max median n_unique
date_of_call 0 1 2021-05-05 2021-10-07 2021-09-22 9

Variable type: logical

skim_variable n_missing complete_rate mean count
status 19 0 NaN :
project 19 0 NaN :
assigned_to 19 0 NaN :
why_have_you_not_logged_in_other 19 0 NaN :
other_reasons_you_dont_post 19 0 NaN :
gps_vertical_accuracy 19 0 NaN :
gps_speed 19 0 NaN :

Variable type: numeric

skim_variable n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist
version 0 1.00 1.42 1.22 1.00 1.00 1.00 1.00 6.00 ▇▁▁▁▁
latitude 18 0.05 18.58 NA 18.58 18.58 18.58 18.58 18.58 ▁▁▇▁▁
longitude 18 0.05 -72.30 NA -72.30 -72.30 -72.30 -72.30 -72.30 ▁▁▇▁▁
i_dont_post_because_im_not_sure_what_im_allowed_to_post 6 0.68 2.46 0.66 2.00 2.00 2.00 3.00 4.00 ▇▁▃▁▁
i_dont_post_because_im_not_sure_where_to_post_things 6 0.68 2.38 0.87 1.00 2.00 2.00 3.00 4.00 ▁▇▁▂▂
i_dont_post_because_i_dont_understand_the_channel_setup 6 0.68 2.46 0.78 1.00 2.00 2.00 3.00 4.00 ▁▇▁▇▁
i_dont_post_because_im_worried_about_what_wkkf_might_think 6 0.68 2.23 0.60 1.00 2.00 2.00 3.00 3.00 ▁▁▇▁▃
gps_altitude 18 0.05 6.17 NA 6.17 6.17 6.17 6.17 6.17 ▁▁▇▁▁
gps_horizontal_accuracy 18 0.05 19.90 NA 19.90 19.90 19.90 19.90 19.90 ▁▁▇▁▁
gps_course 18 0.05 277.28 NA 277.28 277.28 277.28 277.28 277.28 ▁▁▇▁▁

#smartEDA

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