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 69.6, difficulty 45.2.
Bootstrap Confidence Intervals and Permutation Tests
Tracked keywords
77
0 ranked • 77 not ranking yet
Top 10 coverage
—
Best rank — • Latest leader —
Avg opportunity
69.6
Top keyword: tests
Avg difficulty
45.2
Lower scores indicate easier wins
Opportunity leaders
- 68.7
tests
Opportunity: 73.0 • Difficulty: 44.3 • Rank —
Competitors: 733
- 68.5
standard
Opportunity: 73.0 • Difficulty: 53.1 • Rank —
Competitors: 1,127
- 67.6
compare
Opportunity: 73.0 • Difficulty: 49.7 • Rank —
Competitors: 1,171
- 70.9
traditional
Opportunity: 72.0 • Difficulty: 47.2 • Rank —
Competitors: 1,414
- 65.7
obtain
Opportunity: 72.0 • Difficulty: 44.3 • Rank —
Competitors: 670
Unranked opportunities
tests
Opportunity: 73.0 • Difficulty: 44.3 • Competitors: 733
standard
Opportunity: 73.0 • Difficulty: 53.1 • Competitors: 1,127
compare
Opportunity: 73.0 • Difficulty: 49.7 • Competitors: 1,171
traditional
Opportunity: 72.0 • Difficulty: 47.2 • Competitors: 1,414
obtain
Opportunity: 72.0 • Difficulty: 44.3 • Competitors: 670
High competition keywords
time
Total apps: 170,577 • Major competitors: 19,592
Latest rank: — • Difficulty: 64.6
find
Total apps: 143,808 • Major competitors: 16,874
Latest rank: — • Difficulty: 65.1
share
Total apps: 102,576 • Major competitors: 11,283
Latest rank: — • Difficulty: 65.5
information
Total apps: 101,893 • Major competitors: 7,805
Latest rank: — • Difficulty: 58.6
create
Total apps: 93,845 • Major competitors: 13,574
Latest rank: — • Difficulty: 69.1
All tracked keywords
Includes opportunity, difficulty, rankings and competitor benchmarks
| Major Competitors | |||||||
|---|---|---|---|---|---|---|---|
| share | 66 | 100 | 65 | 86 102,576 competing apps Median installs: 35,820 Avg rating: 2.9 | — | — | 11,283 major competitor apps |
| art | 70 | 100 | 56 | 74 21,686 competing apps Median installs: 37,108 Avg rating: 3.1 | — | — | 3,077 major competitor apps |
| information | 66 | 100 | 59 | 86 101,893 competing apps Median installs: 23,675 Avg rating: 2.6 | — | — | 7,805 major competitor apps |
| content | 68 | 100 | 64 | 81 56,908 competing apps Median installs: 30,274 Avg rating: 2.8 | — | — | 5,627 major competitor apps |
| file | 71 | 100 | 68 | 71 15,285 competing apps Median installs: 52,889 Avg rating: 3.0 | — | — | 2,239 major competitor apps |
| find | 65 | 100 | 65 | 88 143,808 competing apps Median installs: 36,002 Avg rating: 3.0 | — | — | 16,874 major competitor apps |
| time | 64 | 100 | 65 | 89 170,577 competing apps Median installs: 33,133 Avg rating: 2.9 | — | — | 19,592 major competitor apps |
| traditional | 72 | 100 | 47 | 71 14,045 competing apps Median installs: 28,059 Avg rating: 2.8 | — | — | 1,414 major competitor apps |
| obtain | 72 | 100 | 44 | 66 6,975 competing apps Median installs: 33,614 Avg rating: 2.6 | — | — | 670 major competitor apps |
| various | 67 | 100 | 58 | 83 74,125 competing apps Median installs: 40,134 Avg rating: 2.8 | — | — | 9,464 major competitor apps |
| small | 70 | 100 | 51 | 75 24,961 competing apps Median installs: 32,987 Avg rating: 2.9 | — | — | 2,750 major competitor apps |
| test | 68 | 100 | 55 | 79 41,781 competing apps Median installs: 34,406 Avg rating: 2.9 | — | — | 4,928 major competitor apps |
| students | 70 | 100 | 46 | 74 21,596 competing apps Median installs: 17,118 Avg rating: 2.1 | — | — | 827 major competitor apps |
| tests | 73 | 100 | 44 | 69 10,438 competing apps Median installs: 21,778 Avg rating: 2.5 | — | — | 733 major competitor apps |
| create | 66 | 100 | 69 | 85 93,845 competing apps Median installs: 45,191 Avg rating: 3.0 | — | — | 13,574 major competitor apps |
| second | 72 | 100 | 48 | 69 10,831 competing apps Median installs: 33,608 Avg rating: 2.8 | — | — | 1,135 major competitor apps |
| following | 69 | 100 | 58 | 77 33,448 competing apps Median installs: 32,090 Avg rating: 2.7 | — | — | 3,198 major competitor apps |
| generate | 72 | 100 | 56 | 70 11,932 competing apps Median installs: 30,326 Avg rating: 2.8 | — | — | 1,206 major competitor apps |
| teachers | 72 | 100 | 42 | 66 7,489 competing apps Median installs: 14,092 Avg rating: 2.0 | — | — | 347 major competitor apps |
| enter | 70 | 100 | 53 | 75 26,195 competing apps Median installs: 35,455 Avg rating: 2.8 | — | — | 2,973 major competitor apps |
| statistical | 70 | 100 | 33 | 53 1,215 competing apps Median installs: 23,310 Avg rating: 2.4 | — | — | 75 major competitor apps |
| two | 69 | 100 | 53 | 77 30,958 competing apps Median installs: 35,508 Avg rating: 2.9 | — | — | 3,566 major competitor apps |
| screen | 68 | 100 | 69 | 80 50,519 competing apps Median installs: 38,965 Avg rating: 3.1 | — | — | 6,195 major competitor apps |
| understand | 70 | 100 | 51 | 75 26,174 competing apps Median installs: 27,627 Avg rating: 2.7 | — | — | 2,036 major competitor apps |
| data | 67 | 100 | 65 | 83 68,455 competing apps Median installs: 26,834 Avg rating: 2.7 | — | — | 6,589 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!