Example metricminer data

library("metricminer")

Calendly Data Examples

User

get_calendly_user() returns this type of data.

get_example_data("calendly_user")
class(calendly_user)
#> [1] "list"
str(calendly_user)
#> List of 1
#>  $ resource:List of 11
#>   ..$ avatar_url          : NULL
#>   ..$ created_at          : chr "2024-01-10T14:27:55.401328Z"
#>   ..$ current_organization: chr "https://api.calendly.com/organizations/5ee3fa72-be7d-4317-a62d-3fce220181bc"
#>   ..$ email               : chr "[email protected]"
#>   ..$ name                : chr "metric miner"
#>   ..$ resource_type       : chr "User"
#>   ..$ scheduling_url      : chr "https://calendly.com/metricminersoftware"
#>   ..$ slug                : chr "metricminersoftware"
#>   ..$ timezone            : chr "America/New_York"
#>   ..$ updated_at          : chr "2024-01-17T20:39:05.726564Z"
#>   ..$ uri                 : chr "https://api.calendly.com/users/04a7ab8e-dd1d-4938-959f-0f8441fae3e5"

Events

list_calendly_events() returns this type of data.

get_example_data("calendly_events")
class(calendly_events)
#> [1] "data.frame"
str(calendly_events)
#> 'data.frame':    1 obs. of  13 variables:
#>  $ calendar_event   :'data.frame':   1 obs. of  2 variables:
#>   ..$ external_id: chr "mvfp068bjc6dr3r6cdsmnqbme0"
#>   ..$ kind       : chr "google"
#>  $ created_at       : chr "2024-01-10T14:29:21.506145Z"
#>  $ end_time         : chr "2024-01-17T14:30:00.000000Z"
#>  $ event_guests     :List of 1
#>   ..$ : list()
#>  $ event_memberships:List of 1
#>   ..$ :'data.frame': 1 obs. of  3 variables:
#>   .. ..$ user      : chr "https://api.calendly.com/users/04a7ab8e-dd1d-4938-959f-0f8441fae3e5"
#>   .. ..$ user_email: chr "[email protected]"
#>   .. ..$ user_name : chr "metric miner"
#>  $ event_type       : chr "https://api.calendly.com/event_types/d39d7211-9c78-4121-8271-208cfaa34989"
#>  $ invitees_counter :'data.frame':   1 obs. of  3 variables:
#>   ..$ active: int 1
#>   ..$ limit : int 1
#>   ..$ total : int 1
#>  $ location         :'data.frame':   1 obs. of  2 variables:
#>   ..$ location: logi NA
#>   ..$ type    : chr "custom"
#>  $ name             : chr "30 Minute Meeting"
#>  $ start_time       : chr "2024-01-17T14:00:00.000000Z"
#>  $ status           : chr "active"
#>  $ updated_at       : chr "2024-01-10T14:29:22.796821Z"
#>  $ uri              : chr "https://api.calendly.com/scheduled_events/ac7a3d65-37ee-4277-a057-c308bdc7a067"

GitHub Data Examples

Github user

get_github_user() returns this type of data.

get_example_data("gh_user")
class(gh_user)
#> [1] "list"
str(gh_user)
#> List of 32
#>  $ login              : chr "cansavvy"
#>  $ id                 : int 23458084
#>  $ node_id            : chr "MDQ6VXNlcjIzNDU4MDg0"
#>  $ avatar_url         : chr "https://avatars.githubusercontent.com/u/23458084?v=4"
#>  $ gravatar_id        : chr ""
#>  $ url                : chr "https://api.github.com/users/cansavvy"
#>  $ html_url           : chr "https://github.com/cansavvy"
#>  $ followers_url      : chr "https://api.github.com/users/cansavvy/followers"
#>  $ following_url      : chr "https://api.github.com/users/cansavvy/following{/other_user}"
#>  $ gists_url          : chr "https://api.github.com/users/cansavvy/gists{/gist_id}"
#>  $ starred_url        : chr "https://api.github.com/users/cansavvy/starred{/owner}{/repo}"
#>  $ subscriptions_url  : chr "https://api.github.com/users/cansavvy/subscriptions"
#>  $ organizations_url  : chr "https://api.github.com/users/cansavvy/orgs"
#>  $ repos_url          : chr "https://api.github.com/users/cansavvy/repos"
#>  $ events_url         : chr "https://api.github.com/users/cansavvy/events{/privacy}"
#>  $ received_events_url: chr "https://api.github.com/users/cansavvy/received_events"
#>  $ type               : chr "User"
#>  $ site_admin         : logi FALSE
#>  $ name               : chr "Candace Savonen"
#>  $ company            : chr "Fred Hutchinson Cancer Center"
#>  $ blog               : chr "www.cansavvy.com"
#>  $ location           : NULL
#>  $ email              : chr "[email protected]"
#>  $ hireable           : NULL
#>  $ bio                : NULL
#>  $ twitter_username   : chr "cansavvy"
#>  $ public_repos       : int 33
#>  $ public_gists       : int 0
#>  $ followers          : int 20
#>  $ following          : int 39
#>  $ created_at         : chr "2016-11-14T16:20:54Z"
#>  $ updated_at         : chr "2024-01-18T13:54:29Z"

Github repository list

get_user_repo_list() returns this type of data.

get_example_data("gh_repo_list")
class(gh_repo_list)
#> [1] "data.frame"
str(gh_repo_list)
#> 'data.frame':    2 obs. of  6 variables:
#>  $ name            : chr  "metricminer/dummy-website" "metricminer/my-cool-repo"
#>  $ url             : chr  "https://api.github.com/repos/metricminer/dummy-website" "https://api.github.com/repos/metricminer/my-cool-repo"
#>  $ open_issues     : int  0 0
#>  $ visibility      : chr  "public" "public"
#>  $ stargazers_count: int  0 0
#>  $ watchers_count  : int  0 0

GitHub repository metrics

get_github_repo_summary() returns this kind of data.

get_example_data("gh_repo_summary_metrics")
class(gh_repo_summary_metrics)
#> [1] "data.frame"
str(gh_repo_summary_metrics)
#> 'data.frame':    1 obs. of  6 variables:
#>  $ repo_name          : chr "metricminer/my-cool-repo"
#>  $ num_forks          : logi NA
#>  $ num_contributors   : int 2
#>  $ total_contributions: int 3
#>  $ num_stars          : int 0
#>  $ health_percentage  : num 14

get_github_repo_timecourse() returns this kind of data.

get_example_data("gh_repo_timecourse_metrics")
class(gh_repo_timecourse_metrics)
#> [1] "tbl_df"     "tbl"        "data.frame"
str(gh_repo_timecourse_metrics)
#> tibble [5 × 5] (S3: tbl_df/tbl/data.frame)
#>  $ timestamp     : Date[1:5], format: "2024-01-11" "2024-01-15" ...
#>  $ count_clones  : num [1:5] 28 1 1 1 NA
#>  $ uniques_clones: num [1:5] 14 1 1 1 NA
#>  $ count_views   : num [1:5] 32 NA NA NA 5
#>  $ uniques_views : num [1:5] 2 NA NA NA 1

Multiple GitHub repositories metrics

get_multiple_repos_metrics() returns this kind of data.

get_example_data("gh_repos_metrics")
class(gh_repos_metrics)
#> [1] "data.frame"
str(gh_repos_metrics)
#> 'data.frame':    2 obs. of  8 variables:
#>  $ repo_name          : chr  "fhdsl/metricminer" "jhudsl/OTTR_Template"
#>  $ num_forks          : int  NA 11
#>  $ num_contributors   : int  4 14
#>  $ total_contributions: int  288 883
#>  $ num_stars          : int  1 15
#>  $ health_percentage  : num  37 62
#>  $ num_clones         : logi  NA NA
#>  $ unique_views       : logi  NA NA

Google Analytics Examples

GA user info

get_ga_user() returns this kind of data.

get_example_data("ga_user")
class(ga_user)
#> [1] "data.frame"
str(ga_user)
#> 'data.frame':    1 obs. of  4 variables:
#>  $ id           : chr "298328772"
#>  $ kind         : chr "analytics#accountSummary"
#>  $ name         : chr "dummy"
#>  $ webProperties:List of 1
#>   ..$ : list()

GA properties

get_ga_properties() returns this kind of data.

get_example_data("ga_properties")
class(ga_properties)
#> [1] "data.frame"
str(ga_properties)
#> 'data.frame':    2 obs. of  11 variables:
#>  $ name            : chr  "properties/422558989" "properties/422671031"
#>  $ parent          : chr  "accounts/298328772" "accounts/298328772"
#>  $ createTime      : chr  "2024-01-10T14:35:20.752Z" "2024-01-11T13:16:53.939Z"
#>  $ updateTime      : chr  "2024-01-11T13:19:55.057Z" "2024-01-11T13:16:53.939Z"
#>  $ displayName     : chr  "dummy-website" "dummy-website-2"
#>  $ industryCategory: chr  "TECHNOLOGY" "TECHNOLOGY"
#>  $ timeZone        : chr  "America/Los_Angeles" "America/Los_Angeles"
#>  $ currencyCode    : chr  "USD" "USD"
#>  $ serviceLevel    : chr  "GOOGLE_ANALYTICS_STANDARD" "GOOGLE_ANALYTICS_STANDARD"
#>  $ account         : chr  "accounts/298328772" "accounts/298328772"
#>  $ propertyType    : chr  "PROPERTY_TYPE_ORDINARY" "PROPERTY_TYPE_ORDINARY"

GA property metadata

get_ga_metadata() returns this kind of data.

get_example_data("ga_property_metadata")
class(ga_property_metadata)
#> [1] "list"
str(ga_property_metadata)
#> List of 3
#>  $ dimensions:'data.frame':  194 obs. of  5 variables:
#>   ..$ apiName           : chr [1:194] "achievementId" "adFormat" "adSourceName" "adUnitName" ...
#>   ..$ uiName            : chr [1:194] "Achievement ID" "Ad format" "Ad source" "Ad unit" ...
#>   ..$ description       : chr [1:194] "The achievement ID in a game for an event. Populated by the event parameter 'achievement_id'." "Describes the way ads looked and where they were located. Typical formats include 'Interstitial', 'Banner', 'Re"| __truncated__ "The source network that served the ad. Typical sources include 'AdMob Network', 'Liftoff', 'Facebook Audience N"| __truncated__ "The name you chose to describe this Ad unit. Ad units are containers you place in your apps to show ads to users." ...
#>   ..$ category          : chr [1:194] "Other" "Publisher" "Publisher" "Publisher" ...
#>   ..$ deprecatedApiNames:List of 194
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "countryIsoCode"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "dayOfWeekZero"
#>   .. ..$ : NULL
#>   .. ..$ : chr "defaultChannelGrouping"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "firstTouchDate"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "firstUserDefaultChannelGrouping"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "firstUserCreativeId"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "firstUserTrafficOrigin"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. .. [list output truncated]
#>  $ metrics   :'data.frame':  89 obs. of  6 variables:
#>   ..$ apiName           : chr [1:89] "active1DayUsers" "active28DayUsers" "active7DayUsers" "activeUsers" ...
#>   ..$ uiName            : chr [1:89] "1-day active users" "28-day active users" "7-day active users" "Active users" ...
#>   ..$ description       : chr [1:89] "The number of distinct active users on your site or app within a 1 day period. The 1 day period includes the la"| __truncated__ "The number of distinct active users on your site or app within a 28 day period. The 28 day period includes the "| __truncated__ "The number of distinct active users on your site or app within a 7 day period. The 7 day period includes the la"| __truncated__ "The number of distinct users who visited your site or app." ...
#>   ..$ type              : chr [1:89] "TYPE_INTEGER" "TYPE_INTEGER" "TYPE_INTEGER" "TYPE_INTEGER" ...
#>   ..$ category          : chr [1:89] "User" "User" "User" "User" ...
#>   ..$ deprecatedApiNames:List of 89
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "adUnitExposureMs"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "itemListClicks"
#>   .. ..$ : NULL
#>   .. ..$ : chr "itemListViews"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "itemPurchaseQuantity"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "itemViews"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : chr "itemPromotionClicks"
#>   .. ..$ : chr "itemPromotionViews"
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>   .. ..$ : NULL
#>  $ name      : chr "properties/422558989/metadata"

GA property metrics

get_ga_stats() when stats_type = "metrics" returns this kind of data.

get_example_data("ga_metrics")
class(ga_metrics)
#> [1] "data.frame"
str(ga_metrics)
#> 'data.frame':    1 obs. of  10 variables:
#>  $ website               : chr "1"
#>  $ activeUsers           : num 4
#>  $ newUsers              : num 4
#>  $ totalUsers            : num 4
#>  $ eventCountPerUser     : num 15
#>  $ screenPageViewsPerUser: num 4.25
#>  $ sessions              : num 6
#>  $ averageSessionDuration: num 55
#>  $ screenPageViews       : num 17
#>  $ engagementRate        : num 0.667

GA property dimensions

get_ga_stats() when stats_type = "dimensions" returns this kind of data.

get_example_data("ga_dimensions")
class(ga_dimensions)
#> [1] "data.frame"
str(ga_dimensions)
#> 'data.frame':    3 obs. of  5 variables:
#>  $ day        : chr  "10" "10" "10"
#>  $ month      : chr  "01" "01" "01"
#>  $ year       : chr  "2024" "2024" "2024"
#>  $ country    : chr  "Germany" "Russia" "United States"
#>  $ fullPageUrl: chr  "metricminer.github.io/dummy-website/" "metricminer.github.io/dummy-website/" "metricminer.github.io/dummy-website/"

GA property link clicks

get_ga_stats() when stats_type = "link_clicks" returns this kind of data.

get_example_data("ga_link_clicks")
class(ga_link_clicks)
#> [1] "data.frame"
str(ga_link_clicks)
#> 'data.frame':    2 obs. of  1 variable:
#>  $ linkUrl: chr  "" "https://www.metricminer.org/"

Bulk retrieval of GA property metrics/dims/link clicks

get_all_ga_metrics() returns this kind of data.

get_example_data("ga_all_metrics")
class(ga_all_metrics )
#> [1] "list"
str(ga_all_metrics)
#> List of 3
#>  $ metrics    :'data.frame': 2 obs. of  10 variables:
#>   ..$ website               : chr [1:2] "dummy-website" "dummy-website-2"
#>   ..$ activeUsers           : num [1:2] 4 2
#>   ..$ newUsers              : num [1:2] 4 2
#>   ..$ totalUsers            : num [1:2] 4 2
#>   ..$ eventCountPerUser     : num [1:2] 15 4
#>   ..$ screenPageViewsPerUser: num [1:2] 4.25 1
#>   ..$ sessions              : num [1:2] 6 2
#>   ..$ averageSessionDuration: num [1:2] 54.99 4.62
#>   ..$ screenPageViews       : num [1:2] 17 2
#>   ..$ engagementRate        : num [1:2] 0.667 0
#>  $ dimensions :'data.frame': 10 obs. of  2 variables:
#>   ..$ website: chr [1:10] "1" "2" "3" "4" ...
#>   ..$ dims   : chr [1:10] "No data collected yet" "No data collected yet" "No data collected yet" "No data collected yet" ...
#>  $ link_clicks:'data.frame': 3 obs. of  2 variables:
#>   ..$ website: chr [1:3] "dummy-website" "dummy-website" "dummy-website-2"
#>   ..$ linkUrl: chr [1:3] "" "https://www.metricminer.org/" ""

Google Form Examples

Single google form

get_google_form() returns this kind of data.

get_example_data("gform_info")
class(gform_info)
#> [1] "list"
str(gform_info)
#> List of 3
#>  $ title   : chr "A cool survey"
#>  $ metadata:'data.frame':    2 obs. of  5 variables:
#>   ..$ question_id    : chr [1:2] "3eec4d94" "4d071789"
#>   ..$ title          : chr [1:2] "What option do you like best? " "Can write a paragraph?"
#>   ..$ paragraph      : logi [1:2] NA TRUE
#>   ..$ choice_question: chr [1:2] "RADIO" NA
#>   ..$ text_question  : logi [1:2] FALSE TRUE
#>  $ answers :'data.frame':    4 obs. of  3 variables:
#>   ..$ reponse_id       : chr [1:4] "ACYDBNh5anwjnKXjVUMA6E0yxnwEIZYhatDkyAMppk3k4gITBFhwdDEbL6GldJjNPigPH8s" "ACYDBNifvH8F3H9as35PWPwQapCyaUyRQnXiv2HFOXV1oeTyxAuj77-JJk5eMYkCNSNYZZs" "ACYDBNh5anwjnKXjVUMA6E0yxnwEIZYhatDkyAMppk3k4gITBFhwdDEbL6GldJjNPigPH8s" "ACYDBNifvH8F3H9as35PWPwQapCyaUyRQnXiv2HFOXV1oeTyxAuj77-JJk5eMYkCNSNYZZs"
#>   ..$ X103e69c2_answers: chr [1:4] "Here's another really cool response. Your mind is blown." "Here's some more words" "Here's another really cool response. Your mind is blown." "Here's some more words"
#>   ..$ X7a10555e_answers: chr [1:4] "Option B" "Option A" "Option B" "Option A"

Multiple forms info and responses

get_multiple_forms() returns this kind of data.

get_example_data("gforms_multiple")
class(gforms_multiple)
#> [1] "list"
str(gforms_multiple)
#> List of 2
#>  $ a_cool_survey             :List of 3
#>   ..$ title   : chr "A cool survey"
#>   ..$ metadata:'data.frame': 2 obs. of  5 variables:
#>   .. ..$ question_id    : chr [1:2] "3eec4d94" "4d071789"
#>   .. ..$ title          : chr [1:2] "What option do you like best? " "Can write a paragraph?"
#>   .. ..$ paragraph      : logi [1:2] NA TRUE
#>   .. ..$ choice_question: chr [1:2] "RADIO" NA
#>   .. ..$ text_question  : logi [1:2] FALSE TRUE
#>   ..$ answers :'data.frame': 4 obs. of  3 variables:
#>   .. ..$ reponse_id       : chr [1:4] "ACYDBNh5anwjnKXjVUMA6E0yxnwEIZYhatDkyAMppk3k4gITBFhwdDEbL6GldJjNPigPH8s" "ACYDBNifvH8F3H9as35PWPwQapCyaUyRQnXiv2HFOXV1oeTyxAuj77-JJk5eMYkCNSNYZZs" "ACYDBNh5anwjnKXjVUMA6E0yxnwEIZYhatDkyAMppk3k4gITBFhwdDEbL6GldJjNPigPH8s" "ACYDBNifvH8F3H9as35PWPwQapCyaUyRQnXiv2HFOXV1oeTyxAuj77-JJk5eMYkCNSNYZZs"
#>   .. ..$ X103e69c2_answers: chr [1:4] "Here's another really cool response. Your mind is blown." "Here's some more words" "Here's another really cool response. Your mind is blown." "Here's some more words"
#>   .. ..$ X7a10555e_answers: chr [1:4] "Option B" "Option A" "Option B" "Option A"
#>  $ another_even_cooler_survey:List of 3
#>   ..$ title   : chr "Another even cooler survey"
#>   ..$ metadata:'data.frame': 2 obs. of  5 variables:
#>   .. ..$ question_id    : chr [1:2] "3eec4d94" "4d071789"
#>   .. ..$ title          : chr [1:2] "What option do you like best? " "Can write a really cool paragraph?"
#>   .. ..$ paragraph      : logi [1:2] NA TRUE
#>   .. ..$ choice_question: chr [1:2] "RADIO" NA
#>   .. ..$ text_question  : logi [1:2] FALSE TRUE
#>   ..$ answers :'data.frame': 4 obs. of  3 variables:
#>   .. ..$ reponse_id       : chr [1:4] "ACYDBNgHfXMXKJ7Z8VQe87e-IrBdrBad0mBWjO1UHYKQys7QX1q_Y69kp1cKcGdI_eueSgA" "ACYDBNgdPc1CkWX1dDycG2cYILE9SLdABPfcRox8WVess33sivSwMvtPxLcLAHWzHsybxnM" "ACYDBNgHfXMXKJ7Z8VQe87e-IrBdrBad0mBWjO1UHYKQys7QX1q_Y69kp1cKcGdI_eueSgA" "ACYDBNgdPc1CkWX1dDycG2cYILE9SLdABPfcRox8WVess33sivSwMvtPxLcLAHWzHsybxnM"
#>   .. ..$ X103e69c2_answers: chr [1:4] "Here's a really cool answer to this question" "Here's a really compelling paragraph" "Here's a really cool answer to this question" "Here's a really compelling paragraph"
#>   .. ..$ X7a10555e_answers: chr [1:4] "Option A" "Option B" "Option A" "Option B"

Slido

get_slido_files() returns this kind of data.

get_example_data("slido_data")
class(slido_data)
#> [1] "list"
str(slido_data)
#> List of 4
#>  $ JoinedParticipants: tibble [14 × 5] (S3: tbl_df/tbl/data.frame)
#>   ..$ event_name       : chr [1:14] "Cool-Workshop" "Cool-Workshop" "Cool-Workshop" "Cool-Workshop" ...
#>   ..$ Participant ID   : num [1:14] 1.46e+08 1.46e+08 1.46e+08 1.46e+08 1.46e+08 ...
#>   ..$ Participant Name : chr [1:14] "Anonymous" "Anonymous" "Anonymous" "Anonymous" ...
#>   ..$ Participant Email: chr [1:14] "Anonymous" "Anonymous" "Anonymous" "Anonymous" ...
#>   ..$ Joined at        : chr [1:14] "05/10/2023 18:12:19" "05/10/2023 18:13:02" "05/10/2023 18:15:11" "05/15/2023 14:19:17" ...
#>  $ Leaderboard       : tibble [0 × 1] (S3: tbl_df/tbl/data.frame)
#>   ..$ event_name: chr(0) 
#>  $ Polls-overall     : tibble [29 × 9] (S3: tbl_df/tbl/data.frame)
#>   ..$ event_name    : chr [1:29] "Cool-Workshop" "Cool-Workshop" "Cool-Workshop" "Cool-Workshop" ...
#>   ..$ Poll ID       : num [1:29] 33106652 33106652 33106652 33106682 33106682 ...
#>   ..$ Poll Type     : chr [1:29] "Rating (1-5)" "Rating (1-5)" "Rating (1-5)" "Rating (1-5)" ...
#>   ..$ Poll Question : chr [1:29] "How confident do you feel now to participate in code review practices?" "How confident do you feel now to participate in code review practices?" "How confident do you feel now to participate in code review practices?" "How confident are you now to work on GitHub?" ...
#>   ..$ Poll Option   :List of 29
#>   .. ..$ : num 1
#>   .. ..$ : num 1
#>   .. ..$ : num 1
#>   .. ..$ : chr "5"
#>   .. ..$ : chr "5"
#>   .. ..$ : chr "5"
#>   .. ..$ : num 1
#>   .. ..$ : chr "3"
#>   .. ..$ : num 2
#>   .. ..$ : num 2
#>   .. ..$ : num 1
#>   .. ..$ : chr "3"
#>   .. ..$ : chr "This was great"
#>   .. ..$ : chr "This was okay"
#>   .. ..$ : chr "I like this presentation!"
#>   .. ..$ : chr "This presentation could be better"
#>   .. ..$ : chr "This was the best presentation ever!!!!"
#>   .. ..$ : chr "This presentation was fine"
#>   .. ..$ : chr "Philly Phil"
#>   .. ..$ : chr "Bobby Bob"
#>   .. ..$ : chr "Janey Jane"
#>   .. ..$ : chr "Steve Steve"
#>   .. ..$ : chr "Johnny John"
#>   .. ..$ : chr "Jessie Jessica"
#>   .. ..$ : chr "Franky Frank"
#>   .. ..$ : chr "Debbie Debra"
#>   .. ..$ : chr "Lizzie Liz"
#>   .. ..$ : chr "Freddie Frederick"
#>   .. ..$ : chr "Jilly Jill"
#>   ..$ Correct Answer: logi [1:29] NA NA NA NA NA NA ...
#>   ..$ Count         : num [1:29] 1 2 2 1 2 1 0 2 3 1 ...
#>   ..$ Total Votes   : num [1:29] 5 5 5 4 4 4 0 5 5 5 ...
#>   ..$ Results       : logi [1:29] NA NA NA NA NA NA ...
#>  $ Questions         : tibble [2 × 8] (S3: tbl_df/tbl/data.frame)
#>   ..$ event_name     : chr [1:2] "Cool-Workshop" "Cool-Workshop"
#>   ..$ Question text  : chr [1:2] "Hi" "Hello"
#>   ..$ Highlighted    : num [1:2] 0 0
#>   ..$ Status         : chr [1:2] "Live" "Live"
#>   ..$ User ID        : chr [1:2] "123418162849172381278373333243dhufsgduif1718237" "127489hsfd8w3y9283792yh3ruihgwiuefw"
#>   ..$ Sentiment      : chr [1:2] NA "Neutral"
#>   ..$ Submission Date: chr [1:2] "05/10/2023" "05/15/2023"
#>   ..$ Submission Time: POSIXct[1:2], format: "2024-01-10 16:31:36" "2024-01-10 14:18:10"

Youtube

Channels

get_youtube_channel_stats() returns this kind of data.

get_example_data("youtube_channel_stats")
class(youtube_channel_stats)
#> [1] "data.frame"
str(youtube_channel_stats)
#> 'data.frame':    1 obs. of  4 variables:
#>  $ viewCount            : chr "12"
#>  $ subscriberCount      : chr "0"
#>  $ hiddenSubscriberCount: logi FALSE
#>  $ videoCount           : chr "2"

Videos

get_youtube_video_stats() returns this kind of data.

get_example_data("youtube_video_stats")
class(youtube_video_stats)
#> [1] "data.frame"
str(youtube_video_stats)
#> 'data.frame':    1 obs. of  5 variables:
#>  $ viewCount    : chr "10"
#>  $ likeCount    : chr "0"
#>  $ dislikeCount : chr "0"
#>  $ favoriteCount: chr "0"
#>  $ commentCount : chr "0"

Session Info

sessionInfo()
#> R version 4.4.1 (2024-06-14)
#> Platform: x86_64-pc-linux-gnu
#> Running under: Ubuntu 24.04.1 LTS
#> 
#> Matrix products: default
#> BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3 
#> LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so;  LAPACK version 3.12.0
#> 
#> locale:
#>  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
#>  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=C              
#>  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
#>  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
#>  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
#> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
#> 
#> time zone: Etc/UTC
#> tzcode source: system (glibc)
#> 
#> attached base packages:
#> [1] stats     graphics  grDevices utils     datasets  methods   base     
#> 
#> other attached packages:
#> [1] metricminer_0.5.1 rmarkdown_2.28   
#> 
#> loaded via a namespace (and not attached):
#>  [1] jsonlite_1.8.9      dplyr_1.1.4         compiler_4.4.1     
#>  [4] tidyselect_1.2.1    stringr_1.5.1       assertthat_0.2.1   
#>  [7] snakecase_0.11.1    tidyr_1.3.1         jquerylib_0.1.4    
#> [10] yaml_2.3.10         fastmap_1.2.0       R6_2.5.1           
#> [13] generics_0.1.3      knitr_1.48          tibble_3.2.1       
#> [16] janitor_2.2.0       maketools_1.3.1     lubridate_1.9.3    
#> [19] bslib_0.8.0         pillar_1.9.0        rlang_1.1.4        
#> [22] utf8_1.2.4          stringi_1.8.4       cachem_1.1.0       
#> [25] xfun_0.49           fs_1.6.5            sass_0.4.9         
#> [28] sys_3.4.3           timechange_0.3.0    cli_3.6.3          
#> [31] magrittr_2.0.3      digest_0.6.37       gh_1.4.1           
#> [34] googlesheets4_1.1.1 lifecycle_1.0.4     vctrs_0.6.5        
#> [37] evaluate_1.0.1      gargle_1.5.2        glue_1.8.0         
#> [40] cellranger_1.1.0    buildtools_1.0.0    googledrive_2.1.1  
#> [43] fansi_1.0.6         httr_1.4.7          purrr_1.0.2        
#> [46] tools_4.4.1         pkgconfig_2.0.3     htmltools_0.5.8.1

- Example metricminer data

example-data