Scribblehub stats 2

[Reisinling]

Intro​

This is a continuation and refinement of previous post about scribblehub statistics. If you want to show your appreciation for this post.. try my novel - Slithering through dreams (snake isekai)

Totals		Change from friday (3 days)
Novel count	6 665	27
Total views	159 989 832	1 120 468
Total Favorites	2 693 905	71 992
Total words	260 019 722	3 195 524
Total chapters	129 024

Well well well, over 1 million views added in 3 days! We really have nothing better to do with our lives :D And nearly 3 million words! So much time spent on hareming your isekais.

Averages
Average rating	4.64
Average chapters	19.36
Average views	24 004
Average readers	140
Average favorites	404
Average words/chapter	2 015

As you can see, this time some more new data- average views! Average rating! Though due to big spread, average is not the most useful data point here... but you can see that for yourself later.

Percentile​

Quick explanation to those that might have forgotten their high school education: Percentile tells you at what point you get above X percent of people. So a pair of 80 percentile and 11 600 views, means that if you have 11 600 views, your novel has more views than 8/10 of all novels on scribblehub. It's nice because it tells you what is your position relative to others.

Log graphs​

Most graphs in here use log on their vertical axis. I'm sorry but I'm too lazy to write 200 words in simple terms on why this is better way to represent this type of data, just trust me.

Views​

More detailed data for top 1% and between 90% and 80%

Percentile	Views	Percentile	Views
99.90%	1 663 440	85%	20 000
99.80%	1 206 720	84%	17 500
99.70%	931 446	82%	14 000
99.60%	818 844	80%	11 600
99.50%	741 176	78%	9 300
99.40%	632 554	76%	7 800
99.30%	564 365	74%	6 700
99.20%	501 189	72%	5 700
99.10%	476 854	70%	4 900
99%	442 736	65%	3 500
98%	257 088	60%	2 600
97%	164 224	55%	1 900
96%	126 400	50%	1 500
95%	94 660	45%	1 100
94%	80 364	40%	877
93%	65 956	35%	686
92%	54 900	30%	548
91%	45 700	25%	420
90%	38 720	20%	311
89%	33 800	15%	226
88%	29 032	10%	158
87%	25 600	5%	102
86%	22 204

Chapters​

~20% of novels are dropped after 1 chapter. Less than half reach chapter 10. It’s to be expected I guess? Still.. slightly sad.

Percentile	Chapter count	Percentile	Chapter count
99.90%	409	85%	33
99.80%	364	84%	31
99.70%	292	82%	28
99.60%	271	80%	25
99.50%	253	78%	23
99.40%	234	76%	20
99.30%	219	74%	19
99.20%	210	72%	17
99.10%	200	70%	15
99%	191	65%	12
98%	138	60%	10
97%	109	55%	8
96%	89	50%	7
95%	79	45%	6
94%	70	40%	5
93%	62	35%	4
92%	55	30%	3
91%	49	25%	2
90%	46	20%	2
89%	42	15%	1
88%	40	10%	1
87%	37	5%	1
86%	35

Favorites​

3 favorites to be among the top 50%. 3! Now I’m even more sad.

Percentile	Avg favorites	Percentile	Avg favorites
99.90%	153	85%	16
99.80%	128	84%	15
99.70%	117	82%	13
99.60%	111	80%	12
99.50%	102	78%	10
99.40%	98	76%	9
99.30%	96	74%	8
99.20%	89	72%	7
99.10%	85	70%	7
99%	83	65%	5
98%	65	60%	4
97%	53	55%	3
96%	46	50%	3
95%	40	45%	2
94%	36	40%	2
93%	31	35%	1
92%	28	30%	1
91%	26	25%	1
90%	24	20%	0
89%	22	15%	0
88%	20	10%	0
87%	18	5%	0
86%	17

Wrog horizontal label - its not pos in total views ranking, its position in ranking of avg favorites. Basically it shows you how many novels there are with each average.

Avg chapter length​

Most interesting from the new stats to me - It seems that super majority of all novels are between 1 000 and 3 000 words (60%) Only 7% go above 4 000. Now I feel a bit bad about my average of 800 words. On the graph you can also clearly see a positive correlation between average length, and position in ranking... until a point that is.

Percentile	Avg length	Percentile	Avg length
99.90%	15 953	85%	2 980
99.80%	12 299	84%	2 900
99.70%	10 948	82%	2 719
99.60%	9 530	80%	2 596
99.50%	9 227	78%	2 493
99.40%	8 990	76%	2 398
99.30%	8 695	74%	2 300
99.20%	8 508	72%	2 218
99.10%	8 001	70%	2 145
99%	7 797	65%	1 967
98%	6 200	60%	1 799
97%	5 442	55%	1 642
96%	4 925	50%	1 514
95%	4 523	45%	1 400
94%	4 284	40%	1 300
93%	4 079	35%	1 200
92%	3 864	30%	1 100
91%	3 668	25%	1 000
90%	3 500	20%	903
89%	3 372	15%	764
88%	3 231	10%	600
87%	3 141	5%	400
86%	3 062

This graph has wrong horizontal label- it's just a graph of avg chapter lengths vs position in sorted list by chapter length.

Rating (only top 3 000, meaning above 2 000 total views)​

I dropped novels that had less than 2 000 views, as their ratings seemed completly random. As you can see, most people on this website are quite kind to authors!

Percentile	Rating
99%	5.00
95%	5.00
90%	5.00
85%	5.00
84%	5.00
82%	4.90
80%	4.90
78%	4.80
76%	4.80
74%	4.80
72%	4.80
70%	4.80
65%	4.70
60%	4.60
55%	4.60
50%	4.50
45%	4.50
40%	4.40
35%	4.30
30%	4.30
25%	4.20
20%	4.10
15%	4.00
10%	3.80
5%	3.70

Or if you want to see it in a graph form

The red line is trend line - it shows pretty clearly that the more views you have, the more likely it is someone is going to give you a 1. Hopefully, it's not annoyed competing authors.. (It's not me! I swear!)

Time from last update​

It seems pretty clear that half of all novels can be considered abbandoned/completed (more than 3 months since last chapter, 64%). Only about 12% are updated at least once a week.

Last activity
Under 1 week	771
Under 2 weeks	257
Under month	365
Under 3 months	999
Under 6 months	1079
Under a year	1668
Over a year	1526

Eh was too lazy to find better colors and map the data better.

 

[K5Rakitan]

I'm the outlier

 

[CupcakeNinja]

Sorry mate. Do this again, but dumb it down for me.

 

[NotaNuffian]

I will only say yes to video if you include anine porn girls.

No clickbait thumbnail plz.

 

[ArcadiaBlade]

If I take on some drugs and snort the rest of it, would I be able to understand half of the content? No, even one third of it is fine if I can look a bit smarter.

 

[CadmarLegend]

Intro​

This is a continuation and refinement of previous post about scribblehub statistics. If you want to show your appreciation for this post.. try my novel - Slithering through dreams (snake isekai)

Totals		Change from friday (3 days)
Novel count	6 665	27
Total views	159 989 832	1 120 468
Total Favorites	2 693 905	71 992
Total words	260 019 722	3 195 524
Total chapters	129 024

Well well well, over 1 million views added in 3 days! We really have nothing better to do with our lives :D And nearly 3 million words! So much time spent on hareming your isekais.

Averages
Average rating	4.64
Average chapters	19.36
Average views	24 004
Average readers	140
Average favorites	404
Average words/chapter	2 015

As you can see, this time some more new data- average views! Average rating! Though due to big spread, average is not the most useful data point here... but you can see that for yourself later.

Percentile​

Quick explanation to those that might have forgotten their high school education: Percentile tells you at what point you get above X percent of people. So a pair of 80 percentile and 11 600 views, means that if you have 11 600 views, your novel has more views than 8/10 of all novels on scribblehub. It's nice because it tells you what is your position relative to others.

Log graphs​

Most graphs in here use log on their vertical axis. I'm sorry but I'm too lazy to write 200 words in simple terms on why this is better way to represent this type of data, just trust me.

Views​

More detailed data for top 1% and between 90% and 80%

Percentile	Views	Percentile	Views
99.90%	1 663 440	85%	20 000
99.80%	1 206 720	84%	17 500
99.70%	931 446	82%	14 000
99.60%	818 844	80%	11 600
99.50%	741 176	78%	9 300
99.40%	632 554	76%	7 800
99.30%	564 365	74%	6 700
99.20%	501 189	72%	5 700
99.10%	476 854	70%	4 900
99%	442 736	65%	3 500
98%	257 088	60%	2 600
97%	164 224	55%	1 900
96%	126 400	50%	1 500
95%	94 660	45%	1 100
94%	80 364	40%	877
93%	65 956	35%	686
92%	54 900	30%	548
91%	45 700	25%	420
90%	38 720	20%	311
89%	33 800	15%	226
88%	29 032	10%	158
87%	25 600	5%	102
86%	22 204

Chapters​

~20% of novels are dropped after 1 chapter. Less than half reach chapter 10. It’s to be expected I guess? Still.. slightly sad.

Percentile	Chapter count	Percentile	Chapter count
99.90%	409	85%	33
99.80%	364	84%	31
99.70%	292	82%	28
99.60%	271	80%	25
99.50%	253	78%	23
99.40%	234	76%	20
99.30%	219	74%	19
99.20%	210	72%	17
99.10%	200	70%	15
99%	191	65%	12
98%	138	60%	10
97%	109	55%	8
96%	89	50%	7
95%	79	45%	6
94%	70	40%	5
93%	62	35%	4
92%	55	30%	3
91%	49	25%	2
90%	46	20%	2
89%	42	15%	1
88%	40	10%	1
87%	37	5%	1
86%	35

Favorites​

3 favorites to be among the top 50%. 3! Now I’m even more sad.

Percentile	Avg favorites	Percentile	Avg favorites
99.90%	153	85%	16
99.80%	128	84%	15
99.70%	117	82%	13
99.60%	111	80%	12
99.50%	102	78%	10
99.40%	98	76%	9
99.30%	96	74%	8
99.20%	89	72%	7
99.10%	85	70%	7
99%	83	65%	5
98%	65	60%	4
97%	53	55%	3
96%	46	50%	3
95%	40	45%	2
94%	36	40%	2
93%	31	35%	1
92%	28	30%	1
91%	26	25%	1
90%	24	20%	0
89%	22	15%	0
88%	20	10%	0
87%	18	5%	0
86%	17

Wrog horizontal label - its not pos in total views ranking, its position in ranking of avg favorites. Basically it shows you how many novels there are with each average.
View attachment 6701

Avg chapter length​

Most interesting from the new stats to me - It seems that super majority of all novels are between 1 000 and 3 000 words (60%) Only 7% go above 4 000. Now I feel a bit bad about my average of 800 words. On the graph you can also clearly see a positive correlation between average length, and position in ranking... until a point that is.

Percentile	Avg length	Percentile	Avg length
99.90%	15 953	85%	2 980
99.80%	12 299	84%	2 900
99.70%	10 948	82%	2 719
99.60%	9 530	80%	2 596
99.50%	9 227	78%	2 493
99.40%	8 990	76%	2 398
99.30%	8 695	74%	2 300
99.20%	8 508	72%	2 218
99.10%	8 001	70%	2 145
99%	7 797	65%	1 967
98%	6 200	60%	1 799
97%	5 442	55%	1 642
96%	4 925	50%	1 514
95%	4 523	45%	1 400
94%	4 284	40%	1 300
93%	4 079	35%	1 200
92%	3 864	30%	1 100
91%	3 668	25%	1 000
90%	3 500	20%	903
89%	3 372	15%	764
88%	3 231	10%	600
87%	3 141	5%	400
86%	3 062

This graph has wrong horizontal label- it's just a graph of avg chapter lengths vs position in sorted list by chapter length.
View attachment 6702
View attachment 6707
View attachment 6708

Rating (only top 3 000, meaning above 2 000 total views)​

I dropped novels that had less than 2 000 views, as their ratings seemed completly random. As you can see, most people on this website are quite kind to authors!

Percentile	Rating
99%	5.00
95%	5.00
90%	5.00
85%	5.00
84%	5.00
82%	4.90
80%	4.90
78%	4.80
76%	4.80
74%	4.80
72%	4.80
70%	4.80
65%	4.70
60%	4.60
55%	4.60
50%	4.50
45%	4.50
40%	4.40
35%	4.30
30%	4.30
25%	4.20
20%	4.10
15%	4.00
10%	3.80
5%	3.70

Or if you want to see it in a graph form
View attachment 6705

View attachment 6704
The red line is trend line - it shows pretty clearly that the more views you have, the more likely it is someone is going to give you a 1. Hopefully, it's not annoyed competing authors.. (It's not me! I swear!)

Time from last update​

It seems pretty clear that half of all novels can be considered abbandoned/completed (more than 6 months since last chapter, 64%). Only about 12% are updated at least once a week.

Last activity
Under 1 week	771
Under 2 weeks	257
Under month	365
Under 3 months	999
Under 6 months	1079
Under a year	1668
Over a year	1526

View attachment 6703

Eh was too lazy to find better colors and map the data better.

I would LOVE a video.... though I can only understand a bit of the statistical math in here.....

 

[Zavha0mnic]

Comments on this post making me feel like a genius

 

[CadmarLegend]

Comments on this post making me feel like a genius

...... you are

 

[Deleted member 45782]

Comments on this post making me feel like a genius

dodge smirk: indeed

 

[LinMeili]

I've been too afraid to ask, but as a newbie here.... is there any way to check where my novel ranks in popularity? I can't seem to find how/where that ranking is. I mean, I can see the top novels but I can't find where my novel ranks in relation to others. Is that not in stats at all?

 

[Kenjona]

You need a Maybe choice on the poll, for me it depends on how I feel at the time. The stats were fascinating though. Is it possible for Completed versus Abandoned to be separated out?

 

[High-in-the-skys]

I've been too afraid to ask, but as a newbie here.... is there any way to check where my novel ranks in popularity? I can't seem to find how/where that ranking is. I mean, I can see the top novels but I can't find where my novel ranks in relation to others. Is that not in stats at all?

Not a veteran in this site so I might not know it but from what I know, you can't search specific stories in the rankings. Although you can scroll in it here, if you have the patience

Series Ranking | Scribble Hub

www.scribblehub.com

Then there is the choice where you can do find it manually here...

Series Finder | Scribble Hub

www.scribblehub.com

 

[GDLiZy]

Tony needs to do something against these fucking 5* spammers man; they are getting out of hand.

 

[Deleted member 20302]

@Reisinling You did it again.

Ahem, time to bring in my expertise. I love maths and always been my A subject so this is fun to dumb down for anyone who wants to know as in the previous post.

Goal: I consider being in the top 30% as already being good for your novel, and a reasonable target to do. It's actually isn't a high bar to do for authors on this site.

Average Stats
Firstly, can we do a median? That seems more accurate to go with that average.
So for the first section, I won't say much and will skip that until you change. If you ever will. If you could even get a median graph, I am much happier to analyze that.

Views
As I said previously, just hitting 10k views is more than good enough for all authors. This makes you about close to the top 20% of ALL novels on the site.

If that's too hard to aim for, just half of that, at 5k, already sets you around the top 30% already.

So for those of you small authors, you have quite a good hope.

Chapters
Simply fill up the entire row of chapters on the first page that people see, in the default setting, which is set at 15 chapters. That kind of aim is far more than enough to set you at the top 30% of ALL novels on the site.

I was right in the previous post that people only wrote mostly for the initial dopamine they got from the beginning of publishing a book. However, the majority struggles to continue afterwards as the excitement will slowly die down afterwards. Whatever the reasons they have.

Favourites
This is the easiest among all the stats for people to actually aim for. Just get about 50-100 readers, and likely you will also get 10 favourites constantly on all your chapters, giving you the top 30% of the site. End of story.

Chapter Length
This one isn't so bad either. Just need 2k words to be top 30%, and twice at 4k to be already about the top 8% of novels.

The 2nd graph implies that you don't need to write so long just to have a lot of views. Most tend to be about 1.5k-2.5k words, just to be extremely successful. This is a reasonable length that the authors can aim for and not worry about being too long or too short.

This is good though since people have hardly the time to read extremely long chapters. This applies to Authors themselves when it comes to making a chapter.

The 3rd graph should have been dropped for the extreme end since it's extremely small and hard to infer from that clutter.

Rating
Not surprised.

This is why I think complaining about one-star ratings, even though valid, is something people shouldn't do. Because people are more willing to give 5 stars than 1 star.

Your feelings are still valid though. But just don't be some God Writer thinking that every criticism is invalid. Your novel can never be perfect

You are right in your inference which I observed whenever I read. More readers = More 1 star.

Just suck it up, authors. Their opinions on your story are just as valid as what you have written

Last Update
This is why we need a discontinued or some kind of status to differentiate active novels and others. Like an automatic thing so that people won't come across dead novels.

The fact that there are only about 300+ novels active in less than a month is ridiculous, and much more so at half the year of 1000 novels.

I hope this kind of feature can be implemented someday.

Conclusion
All in all, given how Scrriblehub is new, the bar set to be considered successful and doing decent on the site isn't high at all.
1. You don't need to consider and aim so high for a number of readers to be doing decently. A small dedicated reader is far above average on the site.
2. People are generous in giving ratings. Complaints are valid of low stars, but shouldn't feel too hurt about it.
3. Just need to hit 5 digits or even half for total views to be doing quite well already.

 

[WritingSimulator]

I've been too afraid to ask, but as a newbie here.... is there any way to check where my novel ranks in popularity? I can't seem to find how/where that ranking is. I mean, I can see the top novels but I can't find where my novel ranks in relation to others. Is that not in stats at all?

Your novel is rank 2060 according to views at the moment, although that will probably raise quite quickly if you add more chapters. Ranks 1174 in terms of readers.

 

[NotYourTypicalMan]

I need to know the list of the authors who doesn't updated in a year. They are going into my kidnapping list.

 

[Spica66]

Intro​

This is a continuation and refinement of previous post about scribblehub statistics. If you want to show your appreciation for this post.. try my novel - Slithering through dreams (snake isekai)

Totals		Change from friday (3 days)
Novel count	6 665	27
Total views	159 989 832	1 120 468
Total Favorites	2 693 905	71 992
Total words	260 019 722	3 195 524
Total chapters	129 024

Well well well, over 1 million views added in 3 days! We really have nothing better to do with our lives :D And nearly 3 million words! So much time spent on hareming your isekais.

Averages
Average rating	4.64
Average chapters	19.36
Average views	24 004
Average readers	140
Average favorites	404
Average words/chapter	2 015

As you can see, this time some more new data- average views! Average rating! Though due to big spread, average is not the most useful data point here... but you can see that for yourself later.

Percentile​

Quick explanation to those that might have forgotten their high school education: Percentile tells you at what point you get above X percent of people. So a pair of 80 percentile and 11 600 views, means that if you have 11 600 views, your novel has more views than 8/10 of all novels on scribblehub. It's nice because it tells you what is your position relative to others.

Log graphs​

Most graphs in here use log on their vertical axis. I'm sorry but I'm too lazy to write 200 words in simple terms on why this is better way to represent this type of data, just trust me.

Views​

More detailed data for top 1% and between 90% and 80%

Percentile	Views	Percentile	Views
99.90%	1 663 440	85%	20 000
99.80%	1 206 720	84%	17 500
99.70%	931 446	82%	14 000
99.60%	818 844	80%	11 600
99.50%	741 176	78%	9 300
99.40%	632 554	76%	7 800
99.30%	564 365	74%	6 700
99.20%	501 189	72%	5 700
99.10%	476 854	70%	4 900
99%	442 736	65%	3 500
98%	257 088	60%	2 600
97%	164 224	55%	1 900
96%	126 400	50%	1 500
95%	94 660	45%	1 100
94%	80 364	40%	877
93%	65 956	35%	686
92%	54 900	30%	548
91%	45 700	25%	420
90%	38 720	20%	311
89%	33 800	15%	226
88%	29 032	10%	158
87%	25 600	5%	102
86%	22 204

Chapters​

~20% of novels are dropped after 1 chapter. Less than half reach chapter 10. It’s to be expected I guess? Still.. slightly sad.

Percentile	Chapter count	Percentile	Chapter count
99.90%	409	85%	33
99.80%	364	84%	31
99.70%	292	82%	28
99.60%	271	80%	25
99.50%	253	78%	23
99.40%	234	76%	20
99.30%	219	74%	19
99.20%	210	72%	17
99.10%	200	70%	15
99%	191	65%	12
98%	138	60%	10
97%	109	55%	8
96%	89	50%	7
95%	79	45%	6
94%	70	40%	5
93%	62	35%	4
92%	55	30%	3
91%	49	25%	2
90%	46	20%	2
89%	42	15%	1
88%	40	10%	1
87%	37	5%	1
86%	35

Favorites​

3 favorites to be among the top 50%. 3! Now I’m even more sad.

Percentile	Avg favorites	Percentile	Avg favorites
99.90%	153	85%	16
99.80%	128	84%	15
99.70%	117	82%	13
99.60%	111	80%	12
99.50%	102	78%	10
99.40%	98	76%	9
99.30%	96	74%	8
99.20%	89	72%	7
99.10%	85	70%	7
99%	83	65%	5
98%	65	60%	4
97%	53	55%	3
96%	46	50%	3
95%	40	45%	2
94%	36	40%	2
93%	31	35%	1
92%	28	30%	1
91%	26	25%	1
90%	24	20%	0
89%	22	15%	0
88%	20	10%	0
87%	18	5%	0
86%	17

Wrog horizontal label - its not pos in total views ranking, its position in ranking of avg favorites. Basically it shows you how many novels there are with each average.
View attachment 6701

Avg chapter length​

Most interesting from the new stats to me - It seems that super majority of all novels are between 1 000 and 3 000 words (60%) Only 7% go above 4 000. Now I feel a bit bad about my average of 800 words. On the graph you can also clearly see a positive correlation between average length, and position in ranking... until a point that is.

Percentile	Avg length	Percentile	Avg length
99.90%	15 953	85%	2 980
99.80%	12 299	84%	2 900
99.70%	10 948	82%	2 719
99.60%	9 530	80%	2 596
99.50%	9 227	78%	2 493
99.40%	8 990	76%	2 398
99.30%	8 695	74%	2 300
99.20%	8 508	72%	2 218
99.10%	8 001	70%	2 145
99%	7 797	65%	1 967
98%	6 200	60%	1 799
97%	5 442	55%	1 642
96%	4 925	50%	1 514
95%	4 523	45%	1 400
94%	4 284	40%	1 300
93%	4 079	35%	1 200
92%	3 864	30%	1 100
91%	3 668	25%	1 000
90%	3 500	20%	903
89%	3 372	15%	764
88%	3 231	10%	600
87%	3 141	5%	400
86%	3 062

This graph has wrong horizontal label- it's just a graph of avg chapter lengths vs position in sorted list by chapter length.
View attachment 6702
View attachment 6707
View attachment 6708

Rating (only top 3 000, meaning above 2 000 total views)​

I dropped novels that had less than 2 000 views, as their ratings seemed completly random. As you can see, most people on this website are quite kind to authors!

Percentile	Rating
99%	5.00
95%	5.00
90%	5.00
85%	5.00
84%	5.00
82%	4.90
80%	4.90
78%	4.80
76%	4.80
74%	4.80
72%	4.80
70%	4.80
65%	4.70
60%	4.60
55%	4.60
50%	4.50
45%	4.50
40%	4.40
35%	4.30
30%	4.30
25%	4.20
20%	4.10
15%	4.00
10%	3.80
5%	3.70

Or if you want to see it in a graph form
View attachment 6705

View attachment 6704
The red line is trend line - it shows pretty clearly that the more views you have, the more likely it is someone is going to give you a 1. Hopefully, it's not annoyed competing authors.. (It's not me! I swear!)

Time from last update​

It seems pretty clear that half of all novels can be considered abbandoned/completed (more than 6 months since last chapter, 64%). Only about 12% are updated at least once a week.

Last activity
Under 1 week	771
Under 2 weeks	257
Under month	365
Under 3 months	999
Under 6 months	1079
Under a year	1668
Over a year	1526

View attachment 6703

Eh was too lazy to find better colors and map the data better.

Thank you Mr. Snek writer. You're the SH data scientist.

 

[Yairy]

I wonder how many readers couldn't make it past my chapter 1?! lol

 

[LinMeili]

Your novel is rank 2060 according to views at the moment, although that will probably raise quite quickly if you add more chapters. Ranks 1174 in terms of readers.

Thank you! You have a bot or something that can figure that out?

 

[Reisinling]

@Reisinling You did it again.

The 3rd graph should have been dropped for the extreme end since it's extremely small and hard to infer from that clutter.

In general I wanted to drop all the full graphs, as the ocasionall outliers tend to break stuff, but then I thought it might be a good idea to show "pre edit"graph, so that people can see WHY I decided to cut some stuff off.

@K5Rakitan - damn you and your data breaking ways!