Art of Stat: Resampling
ASO Keyword Dashboard
Tracking 77 keywords for Art of Stat: Resampling in Google Play
Art of Stat: Resampling tracks 77 keywords (no keywords rank yet; 77 need traction). Key metrics: opportunity 70.8, difficulty 42.8.
Bootstrap Confidence Intervals and Permutation Tests
Tracked keywords
77
0 ranked • 77 not ranking yet
Top 10 coverage
—
Best rank — • Latest leader —
Avg opportunity
70.8
Top keyword: square
Avg difficulty
42.8
Lower scores indicate easier wins
Opportunity leaders
- 63.7
square
Opportunity: 75.0 • Difficulty: 41.6 • Rank —
Competitors: 520
- 65.8
obtain
Opportunity: 74.0 • Difficulty: 41.9 • Rank —
Competitors: 549
- 65.5
third
Opportunity: 74.0 • Difficulty: 57.9 • Rank —
Competitors: 740
- 62.5
corresponding
Opportunity: 74.0 • Difficulty: 40.3 • Rank —
Competitors: 331
- 62.6
distribution
Opportunity: 74.0 • Difficulty: 38.6 • Rank —
Competitors: 218
Unranked opportunities
square
Opportunity: 75.0 • Difficulty: 41.6 • Competitors: 520
obtain
Opportunity: 74.0 • Difficulty: 41.9 • Competitors: 549
third
Opportunity: 74.0 • Difficulty: 57.9 • Competitors: 740
corresponding
Opportunity: 74.0 • Difficulty: 40.3 • Competitors: 331
distribution
Opportunity: 74.0 • Difficulty: 38.6 • Competitors: 218
High competition keywords
time
Total apps: 385,850 • Major competitors: 16,372
Latest rank: — • Difficulty: 58.7
find
Total apps: 305,963 • Major competitors: 16,284
Latest rank: — • Difficulty: 59.8
information
Total apps: 266,609 • Major competitors: 7,571
Latest rank: — • Difficulty: 55.3
share
Total apps: 215,942 • Major competitors: 10,852
Latest rank: — • Difficulty: 59.8
create
Total apps: 200,665 • Major competitors: 13,287
Latest rank: — • Difficulty: 61.6
All tracked keywords
Includes opportunity, difficulty, rankings and competitor benchmarks
| Major Competitors | |||||||
|---|---|---|---|---|---|---|---|
| share | 66 | 100 | 60 | 85 215,942 competing apps Median installs: 2,262 Avg rating: 2.0 | — | — | 10,852 major competitor apps |
| art | 70 | 100 | 51 | 75 50,171 competing apps Median installs: 2,063 Avg rating: 1.9 | — | — | 2,977 major competitor apps |
| information | 65 | 100 | 55 | 86 266,609 competing apps Median installs: 1,036 Avg rating: 1.8 | — | — | 7,571 major competitor apps |
| content | 67 | 100 | 58 | 81 130,211 competing apps Median installs: 2,014 Avg rating: 1.9 | — | — | 5,588 major competitor apps |
| file | 72 | 100 | 60 | 71 28,900 competing apps Median installs: 4,450 Avg rating: 2.1 | — | — | 2,184 major competitor apps |
| find | 65 | 100 | 60 | 87 305,963 competing apps Median installs: 2,299 Avg rating: 2.0 | — | — | 16,284 major competitor apps |
| time | 64 | 100 | 59 | 89 385,850 competing apps Median installs: 1,264 Avg rating: 1.9 | — | — | 16,372 major competitor apps |
| traditional | 71 | 100 | 46 | 73 35,726 competing apps Median installs: 1,361 Avg rating: 1.8 | — | — | 1,403 major competitor apps |
| obtain | 74 | 100 | 42 | 66 13,451 competing apps Median installs: 2,204 Avg rating: 1.8 | — | — | 549 major competitor apps |
| various | 67 | 100 | 54 | 82 140,205 competing apps Median installs: 2,629 Avg rating: 1.9 | — | — | 7,888 major competitor apps |
| small | 70 | 100 | 49 | 76 57,274 competing apps Median installs: 1,693 Avg rating: 1.9 | — | — | 2,707 major competitor apps |
| test | 68 | 100 | 52 | 79 96,461 competing apps Median installs: 2,011 Avg rating: 1.9 | — | — | 4,876 major competitor apps |
| students | 70 | 100 | 46 | 76 58,663 competing apps Median installs: 876 Avg rating: 1.5 | — | — | 688 major competitor apps |
| tests | 72 | 100 | 43 | 69 22,961 competing apps Median installs: 1,590 Avg rating: 1.6 | — | — | 596 major competitor apps |
| create | 66 | 100 | 62 | 84 200,665 competing apps Median installs: 2,550 Avg rating: 2.0 | — | — | 13,287 major competitor apps |
| second | 72 | 100 | 46 | 70 23,978 competing apps Median installs: 1,907 Avg rating: 1.9 | — | — | 1,112 major competitor apps |
| following | 69 | 100 | 54 | 77 64,956 competing apps Median installs: 2,852 Avg rating: 1.9 | — | — | 3,079 major competitor apps |
| generate | 71 | 100 | 50 | 72 32,047 competing apps Median installs: 1,177 Avg rating: 1.8 | — | — | 1,225 major competitor apps |
| teachers | 72 | 100 | 42 | 70 23,498 competing apps Median installs: 758 Avg rating: 1.4 | — | — | 289 major competitor apps |
| enter | 70 | 100 | 49 | 75 52,091 competing apps Median installs: 2,328 Avg rating: 1.9 | — | — | 2,472 major competitor apps |
| statistical | 73 | 100 | 34 | 55 2,832 competing apps Median installs: 1,641 Avg rating: 1.7 | — | — | 71 major competitor apps |
| two | 70 | 100 | 50 | 76 58,077 competing apps Median installs: 2,863 Avg rating: 2.0 | — | — | 3,008 major competitor apps |
| screen | 68 | 100 | 62 | 80 99,720 competing apps Median installs: 3,468 Avg rating: 2.1 | — | — | 5,976 major competitor apps |
| understand | 70 | 100 | 48 | 76 57,631 competing apps Median installs: 1,555 Avg rating: 1.8 | — | — | 1,671 major competitor apps |
| data | 67 | 100 | 58 | 84 180,122 competing apps Median installs: 1,181 Avg rating: 1.8 | — | — | 6,587 major competitor apps |
App Description
Bootstrap Confidence Intervals and Permutation Tests
Modern statistical calculator for teachers and students of statistics.
The Art of Stat: Resampling app lets you find bootstrap confidence intervals and permutation P-values. The app illustrates the procedures interactively so you can understand how they work. Several example datasets are preloaded for you to explore, but you can also enter your own data or import a CSV file.
The following resampling methods are implemented:
- Bootstrap Confidence Interval for a population mean, median, or standard deviation.
- Bootstrap Confidence Interval for a population proportion or the population odds.
- Bootstrap Confidence Interval for a population correlation (Pearson and Spearman) or the population slope of a regression model.
- Bootstrap Confidence Interval for the difference of two population means or medians.
- Permutation Test for a population mean or median.
- Permutation Test for the difference of two population means or medians.
- Permutation Test for the independence of two categorical variables (Permutation Chi-Squared Test)
Easily find the bootstrap confidence interval based on the percentile and other methods. For inference about population means, compare results to traditional methods based on the Student-t distribution. For the Chi-squared test of independence, compare to the results from Pearson's Chi-squared test.
Each procedure has three screens:
1) Enter Data on the first screen in various ways, and obtain descriptive statistics and corresponding graphs (Histogram, Boxplot, Bar Chart).
2) Generate the bootstrap or permutation distribution on the second screen, step-by-step, or 1,000 at a time.
3) Obtain the Bootstrap Confidence Interval or Permutation P-value on the third screen, along with lots of supporting information and comparison to classical, central-limit-based inference.
The app comes with several example datasets pre-loaded, but you can also upload your own .CSV file or create one in the Data Editor.
Easily share results by taking screenshots.
Unlock all content for a one-time small fee!