Kisah Tanah Sunda
@kisahtanahsunda
How to read this report
- Typical views is what a normal video on this channel gets: 25K. Half its recent videos got more, half got fewer. “2.0× typical views” means a video got twice that.
- Stronger and weaker videos are the ones that beat or fell short of typical views. Each pattern is something that shows up more in one group, with a real example from the channel.
- Link strength (modest, clear or strong) is how reliably a trait goes with more or fewer views here. The colored bar under each pattern shows it.
- A pattern, not a promise. It shows what has gone along with views on this channel, not what caused them. Treat each one as something to test in your next video.
What do “rho” and “p” mean?
rho is the link strength as a number from −1 to +1. 0 means the trait has nothing to do with views. A plus sign means videos with the trait tend to get more views; a minus sign, fewer. On real YouTube channels, anything past 0.3 either way is a clear link.
p is the odds the link is just luck. We shuffle this channel's view counts across its videos hundreds of times and count how often a shuffle shows a link this strong anyway. p 0.05 means about 1 time in 20. Smaller is better; anything worse than about 1 in 10 is left off this page.
Example: “rho +0.37, p 0.05” reads as “a clear link to more views, with about a 1-in-20 chance it's luck.”
What this channel's stronger videos have in common
Traits that go with more views than this channel's typical video.
Videos that open with the creator's credentials tend to get more views on this channel.
Across 10 videos it's a strong link, and the odds it's just luck are about 1 in 67 (rho +0.79, p 0.01).
Example from this channel:
“Si Buntung Jago Tutugan #45 • Maluruh Ki Mursan • Dongeng Sunda Mang Iyan”
Titles with a number in them tend to get more views on this channel.
A number makes the title's promise checkable before the click. Across 28 videos it's a clear link, and the odds it's just luck are less than 1 in 100 (rho +0.49, p 0.00).
Example from this channel:
“Si Buntung Jago Tutugan #30 • Papatah Aki Musani • Dongeng Sunda Mang Iyan”
Opens with a standard Sundanese greeting sequence
Example from this channel:
“Assalamualaikum warahmatullahi wabarakatuh. Sampurasun wargi dulur baraya sadayana. Tepang dong dei sareng sim kuring Mang Ian Ki Demang Gunung Halu tea geuningan”
What this channel's weaker videos have in common
Traits that go with fewer views than this channel's typical video.
Videos that open by repeating the title tend to get fewer views on this channel.
Restating the title spends the opening on words the viewer already read. Across 10 videos it's a strong link, and the odds it's just luck are about 1 in 22 (rho -0.64, p 0.04).
Example from this channel:
“PAPATAH SUNDA, MAKNA SUNDA, PANCACURIGA, PANCANITI, DONGENG SUNDA”
Titles that promise the viewer a result tend to get fewer views on this channel.
Across 28 videos it's a clear link, and the odds it's just luck are about 1 in 50 (rho -0.39, p 0.02).
Example from this channel:
“MAKAM ADIPATI UKUR TERNYATA ADA DI KOTA BANJAR”
Titles with ALL-CAPS words or exclamation marks tend to get fewer views on this channel.
Across 28 videos it's a clear link, and the odds it's just luck are about 1 in 14 (rho -0.38, p 0.07).
Example from this channel:
“PAPATAH SUNDA, MAKNA SUNDA, PANCACURIGA, PANCANITI, DONGENG SUNDA”
The biggest drag on views
Videos that open by repeating the title tend to get fewer views on this channel, and of everything we checked, this is the clearest drag on views.
Across 10 videos it's a strong link, and the odds it's just luck are about 1 in 22 (rho -0.64, p 0.04).
Simple arithmetic on public view counts. It does not mean the habit above caused those missing views.
One thing to try in your next video
Try this in your next video: open by saying why you're the one to explain this.
On this channel, videos that open with the creator's credentials tend to get more views. Across 10 videos it's a strong link, and the odds it's just luck are about 1 in 67 (rho +0.79, p 0.01).
These are the patterns of your published videos. Your next script hasn't met an audience yet. Audit it against your own winners before you record.
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