FAIRMLBOOK.ORG KEYWORD DENSITY CHECKER

Total words: 1450 | 2-word phrases: 379 | 3-word phrases: 408 | 4-word phrases: 416

PAGE INFO

Title Try to keep the title under 60 characters (29 characters)
Fairness and machine learning
Description Try to keep the meta description between 50 - 160 characters (0 characters)
Keywords Meta keywords are not recommended anymore (0 characters)
H1 H1 tag on the page (29 characters)
Fairness and machine learning

ONE WORD PHRASES 247 Words

# Keyword H1 Title Des Volume Position Suggest Frequency Density
1and228.91%
2the156.07%
3of156.07%
4in124.86%
5we104.05%
6pdf104.05%
7machine83.24%
8learning83.24%
9a72.83%
10fairness72.83%

TWO WORD PHRASES 379 Words

# Keyword H1 Title Des Volume Position Suggest Frequency Density
1pdf we61.58%
2machine learning41.06%
3and discuss41.06%
4decision making30.79%
5in machine30.79%
6fairness in30.79%
7fairness and20.53%
8on a20.53%
9we explore20.53%
10making a20.53%
11in the20.53%
12and how20.53%
13how it20.53%
14states antidiscrimination20.53%
15united states20.53%
16the text20.53%
17antidiscrimination law20.53%
18discussion prompts20.53%
19and discussion20.53%
20exercises and20.53%

THREE WORD PHRASES 408 Words

# Keyword H1 Title Des Volume Position Suggest Frequency Density
1fairness in machine30.74%
2fairness and machine20.49%
3has been published20.49%
4in machine learning20.49%
5decision making a20.49%
6and how it20.49%
7and discussion prompts20.49%
8united states antidiscrimination20.49%
9states antidiscrimination law20.49%
10exercises and discussion20.49%
11and machine learning20.49%
12automated decision making20.49%
13prompts we provide10.25%
14discussion prompts we10.25%
15in data practices10.25%
16and survey improvements10.25%
17improvements in data10.25%
18survey improvements in10.25%
19provide an onlineonly10.25%
20data and survey10.25%
21with data and10.25%
22associated with data10.25%
23harms associated with10.25%
24their role the10.25%
25we provide an10.25%
26discussion prompts on10.25%
27an onlineonly set10.25%
28tutorials fairness and10.25%
29learning neurips 201710.25%
30machine learning neurips10.25%

FOUR WORD PHRASES 416 Words

# Keyword H1 Title Des Volume Position Suggest Frequency Density
1fairness and machine learning20.48%
2exercises and discussion prompts20.48%
3united states antidiscrimination law20.48%
4fairness in machine learning20.48%
5unbuch setup last updated10.24%
6critically examine their role10.24%
7survey improvements in data10.24%
8and survey improvements in10.24%
9data and survey improvements10.24%
10with data and survey10.24%
11associated with data and10.24%
12harms associated with data10.24%
13examine their role the10.24%
14we critically examine their10.24%
15setup last updated fri10.24%
16development we critically examine10.24%
17and development we critically10.24%
18research and development we10.24%
19learning research and development10.24%
20the backbone of machine10.24%
21are the backbone of10.24%
22datasets are the backbone10.24%
23pdf datasets are the10.24%
24improvements in data practices10.24%
25and discussion prompts we10.24%
269 datasets pdf datasets10.24%
27range of topics covered10.24%
281 part 2 mlss10.24%
29part 1 part 210.24%
30tutorials fairness and machine10.24%
31video tutorials fairness and10.24%
32textbook video tutorials fairness10.24%
33the textbook video tutorials10.24%
34throughout the textbook video10.24%
35a range of topics10.24%
36discussion prompts we provide10.24%
37on a range of10.24%
38prompts on a range10.24%
39discussion prompts on a10.24%
40and discussion prompts on10.24%

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