Art of Stat: Explore Data

Developer: Bernhard Klingenberg

Category: Education

~1.1K - 2.3K

23 ratings

~950 (installs week)

Trend Steady

ASO Keyword Dashboard

Tracking 83 keywords for Art of Stat: Explore Data in Apple App Store

Developer: Bernhard Klingenberg Category: education Rating: 4.91

Art of Stat: Explore Data tracks 83 keywords (1 keyword ranks; 82 need traction). Key metrics: 0% top-10 coverage, opportunity 50.0, difficulty 38.9, best rank 166.

Tracked keywords

1 ranked • 82 not ranking yet

Top 10 coverage

Best rank 166 • Latest leader —

Avg opportunity

50.0

Top keyword: create

Avg difficulty

38.9

Lower scores indicate easier wins

Opportunity leaders

create

Opportunity: 59.0 • Difficulty: 60.6 • Rank —

Competitors: 1,155
84.7
explore

Opportunity: 58.0 • Difficulty: 60.6 • Rank 185

Competitors: 711
78.7
art

Opportunity: 58.0 • Difficulty: 46.7 • Rank —

Competitors: 202
68.6
file

Opportunity: 58.0 • Difficulty: 48.7 • Rank —

Competitors: 86
60.2
program

Opportunity: 58.0 • Difficulty: 51.0 • Rank —

Competitors: 126
61.7

Unranked opportunities

create

Opportunity: 59.0 • Difficulty: 60.6 • Competitors: 1,155
art

Opportunity: 58.0 • Difficulty: 46.7 • Competitors: 202
file

Opportunity: 58.0 • Difficulty: 48.7 • Competitors: 86
program

Opportunity: 58.0 • Difficulty: 51.0 • Competitors: 126
basic

Opportunity: 58.0 • Difficulty: 42.1 • Competitors: 84

High competition keywords

create

Total apps: 5,537 • Major competitors: 1,155

Latest rank: — • Difficulty: 60.6
including

Total apps: 3,880 • Major competitors: 926

Latest rank: — • Difficulty: 62.0
easily

Total apps: 3,352 • Major competitors: 764

Latest rank: — • Difficulty: 61.3
explore

Total apps: 3,030 • Major competitors: 711

Latest rank: 185 • Difficulty: 60.6
across

Total apps: 2,646 • Major competitors: 672

Latest rank: — • Difficulty: 62.6

All tracked keywords

Includes opportunity, difficulty, rankings and competitor benchmarks

							Major Competitors
explore	58	100	61	79 3,030 competing apps Median installs: 275,988 Avg rating: 4.6	185	166	711 major competitor apps
art	58	100	47	69 1,082 competing apps Median installs: 239,212 Avg rating: 4.6	—	—	202 major competitor apps
file	58	100	49	60 459 competing apps Median installs: 234,025 Avg rating: 4.6	—	—	86 major competitor apps
spreadsheet	20	100	38	32 24 competing apps Median installs: 191,538 Avg rating: 4.7	—	—	8 major competitor apps
program	58	100	51	62 534 competing apps Median installs: 269,325 Avg rating: 4.7	—	—	126 major competitor apps
basic	58	100	42	62 541 competing apps Median installs: 219,850 Avg rating: 4.6	—	—	84 major competitor apps
including	58	100	62	81 3,880 competing apps Median installs: 285,400 Avg rating: 4.6	—	—	926 major competitor apps
obtain	57	100	46	52 189 competing apps Median installs: 228,775 Avg rating: 4.6	—	—	36 major competitor apps
various	58	100	50	75 2,177 competing apps Median installs: 229,325 Avg rating: 4.6	—	—	374 major competitor apps
directly	58	100	58	74 1,959 competing apps Median installs: 280,700 Avg rating: 4.6	—	—	424 major competitor apps
tables	57	100	32	46 111 competing apps Median installs: 204,050 Avg rating: 4.6	—	—	16 major competitor apps
create	59	100	61	85 5,537 competing apps Median installs: 251,325 Avg rating: 4.6	—	—	1,155 major competitor apps
open	58	100	54	73 1,743 competing apps Median installs: 231,475 Avg rating: 4.6	—	—	328 major competitor apps
easily	58	100	61	80 3,352 competing apps Median installs: 262,062 Avg rating: 4.6	—	—	764 major competitor apps
together	58	100	53	69 1,115 competing apps Median installs: 261,625 Avg rating: 4.6	—	—	249 major competitor apps
type	58	100	46	65 765 competing apps Median installs: 272,225 Avg rating: 4.6	—	—	166 major competitor apps
color	58	100	50	72 1,554 competing apps Median installs: 252,475 Avg rating: 4.6	—	—	318 major competitor apps
google	20	100	52	62 570 competing apps Median installs: 322,438 Avg rating: 4.6	—	—	149 major competitor apps
following	58	100	47	70 1,211 competing apps Median installs: 266,925 Avg rating: 4.6	—	—	263 major competitor apps
generate	58	100	44	61 523 competing apps Median installs: 229,975 Avg rating: 4.6	—	—	91 major competitor apps
across	20	100	63	77 2,646 competing apps Median installs: 290,838 Avg rating: 4.6	—	—	672 major competitor apps
enter	58	100	51	67 943 competing apps Median installs: 278,125 Avg rating: 4.6	—	—	220 major competitor apps
includes	58	100	49	70 1,252 competing apps Median installs: 237,900 Avg rating: 4.6	—	—	246 major competitor apps
numbers	58	100	45	63 591 competing apps Median installs: 266,225 Avg rating: 4.6	—	—	124 major competitor apps
statistical	56	100	19	30 21 competing apps Median installs: 154,050 Avg rating: 4.7	—	—	1 major competitor apps

App Description

The Art of Stat: Explore Data app includes statistical methods for exploring categorical and quantitative data. Obtain summary statistics, contingency tables or correlation coefficients and easily generate bar- and pie charts, histograms, boxplots (including side-by-side boxplots), dotplots or interactive scatterplots that let you color dots by a third variable. Several example datasets are preloaded for you to explore (including instructions on the statistical analysis), but you can also enter your own data or import a CSV file.

The following methods are implemented:

- Analyzing One Categorical Variable

- Comparing Groups on a Categorical Variable

- Analyzing the Relationship Between Two Categorical Variables

- Analyzing One Quantitative Variable

- Comparing Groups on a Quantitative Variable

- Analyzing the Relationship Between Two Quantitative Variables (Linear Regression)

The app provides:

- Frequency tables and bar and pie charts for exploring one categorical variable.

- Contingency tables, conditional proportions and side-by-side or stacked bar charts for exploring a categorical variable across several groups or the association between two categorical variables.

- Mean, standard deviation and the 5-number summary together with histograms, boxplots and dotplots to explore a quantitative variable.

- Side-by-side boxplots, stacked histograms or density plots for comparing a quantitative variable across several groups.

- Interactive scatterplots with regression lines to analyze the relationship between two quantitative variables. Correlation statistics and linear regression parameters and predictions. Plots of raw and studentized residuals.

The app comes with several example datasets preloaded, which you can directly open in the app to explore the app's various features. You can also type in your own data or upload your own CSV file (which any spreadsheet program can create) and select variables from it. Finally the app includes a basic spreadsheet program called Data Editor to create and edit data.

You can also copy & paste data from a spreadsheet app such as Google Sheets, Excel or Apple’s Numbers app. Several sample datasets are provided.