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https://github.com/nushell-prophet/nu-stats

Nushell history tools!
https://github.com/nushell-prophet/nu-stats

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Nushell history tools!

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nu-stats


Nushell🚀 module for commands history analytics



A Nushell module to analyze the command frequencies in Nushell history, generate cool graphs, benchmark statistics with other users, and generate a file with statistics to share with the community.



Aggregated results, produced by the `aggregate-submissions` command can be found in the [csv file](https://github.com/Nushell101/nu-stats/tree/main/script_results/aggregated-submissions.csv)



The history of nushell commands by releases can be found in [this csv](https://github.com/Nushell101/nu-stats/blob/main/crates_parsing/cmds_by_crates_and_tags.csv)



![nu-stats2](https://github.com/Nushell101/nu-stats/assets/4896754/5053ede0-d53a-46be-bd71-7f066eca7025)



## Installation



```

> git clone https://github.com/Nushell101/nu-stats; cd nu-stats

```



## Analyze your stats and benchmark them with other users' submissions.



```nushell

> use nu-stats.nu [nu-hist-stats]; let $res = nu-hist-stats; $res | first 10

******************************************************************************* 

                        nu-commands-frequency-stats v2.0                        

******************************************************************************* 



The script is calculating stats now. On an M1 Mac with a history of ~50,000

entries, It runs for about a minute. Please wait



Your stats have been saved to

/Users/user/git/nu-stats/stats_submissions/v2+WriteYourNick.csv. Please

consider donating them to the original repository

https://github.com/Nushell101/nu-stats/tree/main/stats_submissions.



******************************************************************************* 

                                Resulting table                                 

******************************************************************************* 

A note about some columns:

- freq - indicates the overall frequency of use of the given command for the

currently analyzed source

- freq_norm - represents the overall frequency normalized

- freq_norm_bar - shows the overall frequency normalized in a bar chart format

- timeline - displays the dynamics, indicating when the command was used

throughout your history

- importance - calculated as the geometric mean of the number of users who

used this command and the average normalized frequency

- freq_by_user (frequency norm by user) - each bar in the sparkline column

represents one user (order is shown in the table above).



╭──name──┬──category──┬─freq─┬freq_norm┬freq_norm_bar┬────────────────timeline────────────────┬importance┬─importance_b─┬───freq_by_user───╮

│ ls     │ filesystem │ 5159 │    0.81 │ ████████▏   │ ▂▄▂▂▂▁▃█▆▅▃▂▅▃▃▃▃▁▃▆▃▂▂▃▂▃▃▁▃▄▅▂▃▁▃▅▃▃ │     1.00 │ ████████████ │ ▆▄██▃▁█▁▄▄█▆█▁▆▇ │

│ cd     │ filesystem │ 1094 │    0.17 │ █▊          │ ▃▆▅▆▅▂▇█▄▆▄▂▃▆▄▄▂▂▂▃▂▂▂▂▂▂▃▂▂▂▅▂▃▁▂▄▄▃ │     0.84 │ ██████████▏  │ ▂▃▄▇▃▂▁▁██▇▄▄▁█▁ │

│ get    │ filters    │ 6376 │       1 │ ██████████  │ ▁▂▂▃▃▆▄▄█▂▃▃▄▄▁▂▂▄▁▄▂▂▂▃▃▂▂▃▃▂▂▂▃▁▁▂▂▁ │     0.82 │ █████████▊   │ ██▅▆▂▁▄▂▃▁▂▃▂▃▂█ │

│ open   │ filesystem │ 4282 │    0.67 │ ██████▊     │ ▂▂▃▃▃▃▃▇█▄▂▃▅▅▂▂▂▃▂▃▂▂▂▂▂▂▁▁▃▂▄▃▂▁▂▄▃▂ │     0.79 │ █████████▌   │ ▆█▄▄▂▁▄▁▃▆▂▃▃▁▂▇ │

│ help   │ core       │  899 │    0.14 │ █▍          │ ▅███▄▃▂▄▂▂▂▂▂▃▃▂▁▃▅▂▃▁▁▃▁▂▂▁▁▁▁▁▁▁▁▂▁▁ │     0.67 │ ████████▏    │ ▂▂▅▃▁▁▂▁▂▂▃█▁▁▇█ │

│ let    │ core       │ 3298 │    0.52 │ █████▏      │ ▂▂▃▃▄▄▃▃▄▅▅▄▄▂▄▂▃▂▃▃▁▂▄█▅▃▂▂▂▃▄▃▃▁▂▂▂▁ │     0.62 │ ███████▌     │ ▅▃▄▃▁▁▂█▁▁▂▂▂▆▃▁ │

│ each   │ filters    │ 2771 │    0.43 │ ████▍       │ ▂▂▂▂▂▃▃▃▅▃▂▃▃█▁▁▂▂▃▅▂▃▄▃▂▃▃▃▂▂▄▂▃▁▃▃▂▂ │     0.54 │ ██████▌      │ ▄█▃▄▂▁▂▂▁▁▂▃▂▂▁▁ │

│ config │ env        │    9 │    0.00 │             │ ▁▁▁█▁▁▁▁▁▁▁▂▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▂▁▁ │     0.49 │ █████▉       │ ▁▁▃█▁▁▅▁▁▂▆▂▂▁▆▅ │

│ where  │ filters    │ 2464 │    0.39 │ ███▉        │ ▁▂▂▂▃▄▅█▇▂▄▁▃▄▂▁▃▁▁▃▃▂▄▅▇▃▃▄▅▄▆▅▃▁▃▅▂▃ │     0.49 │ █████▉       │ ▆█▅▅▂▁▃▂▃▂▂▅▃▃▁▁ │

│ lines  │ filters    │ 1169 │    0.18 │ █▉          │ ▁▂▂▃▂▁▂▁▆▂▂▃▃▁▁▁▃█▁▂▂▄▂▂▄▂▆▂▂▂▄▂▂▁▁▃▅▄ │     0.43 │ █████▏       │ ▆█▆▆█▁▇▂▁▅▇▆▃▂▁▁ │

╰────────┴────────────┴──────┴─────────┴─────────────┴────────────────────────────────────────┴──────────┴──────────────┴──────────────────╯



```



## Analyze submissions separately



```nushell

> use nu-stats.nu aggregate-submissions; let $res2 = (aggregate-submissions); $res2 | first 5



f_n_by_user (frequency norm by user) includes stats from all users.

You can pick some of them by providing the --pick_users flag: nu-hist-stats --pick_users or

aggregate-submissions --pick_users. The current list is:

╭─#──┬──────user──────┬executions_total╮

│ 0  │ nu_scripts     │          61840 │

│ 1  │ maximuvarov    │          26526 │

│ 2  │ fdncred        │          17258 │

│ *  | *              | *              │

│ 12 │ nu_std         │           1139 │

│ 13 │ pingiun        │            884 │

│ 14 │ nicokosi       │            255 │

╰────┴────────────────┴────────────────╯



╭─name─┬──category──┬freq_overall┬users_count┬f_n_per_user┬───freq_by_user───┬importance┬─importance_b─┬───crate────┬first_tag┬last_tag╮

│ ls   │ filesystem │      12467 │        15 │       0.61 │ ▆▄██▃▁█▁▄▄█▆█▁▆▇ │     1.00 │ ████████████ │ nu-command │ 0.2.0   │ 0.88.1 │

│ cd   │ filesystem │       7911 │        15 │       0.43 │ ▂▃▄▇▃▂▁▁██▇▄▄▁█▁ │     0.84 │ ██████████▏  │ nu-command │ 0.2.0   │ 0.88.1 │

│ get  │ filters    │      12461 │        16 │       0.38 │ ██▅▆▂▁▄▂▃▁▂▃▂▃▂█ │     0.82 │ █████████▊   │ nu-command │ 0.2.0   │ 0.88.1 │

│ open │ filesystem │      10290 │        16 │       0.36 │ ▆█▄▄▂▁▄▁▃▆▂▃▃▁▂▇ │     0.79 │ █████████▌   │ nu-command │ 0.2.0   │ 0.88.1 │

│ help │ core       │       3273 │        14 │       0.30 │ ▂▂▅▃▁▁▂▁▂▂▃█▁▁▇█ │     0.67 │ ████████▏    │ nu-command │ 0.3.0   │ 0.88.1 │

╰──────┴────────────┴────────────┴───────────┴────────────┴──────────────────┴──────────┴──────────────┴────────────┴─────────┴────────╯



> use nu-stats.nu [aggregate-submissions]; let $res = aggregate-submissions; $res | first 10

******************************************************************************* 

Aggregated stats of other users for benchmarks.

They will be displayed in the final table.

******************************************************************************* 



freq_by_user (frequency norm by user) includes stats from all users. You can

pick some of them by providing the --pick_users flag: nu-hist-stats

--pick_users or aggregate-submissions --pick_users.



╭─#──┬──────user──────┬command_entries╮

│ 0  │ maximuvarov    │         79655 │

│ 1  │ vinlet         │         33817 │

│ 2  │ fdncred        │         18500 │

│ 3  │ kubouch        │         10170 │

│ 4  │ ErichDonGubler │         10101 │

│ 5  │ chtenb         │          9376 │

│ 6  │ shinyzero0     │          9247 │

│ 7  │ nu_scripts     │          8622 │

│ 8  │ dazfuller      │          7354 │

│ 9  │ cptpiepmatz    │          4199 │

│ 10 │ zjp            │          2764 │

│ 11 │ sholderbach    │          2114 │

│ 12 │ horasal        │          1373 │

│ 13 │ nu_std         │          1202 │

│ 14 │ pingiun        │           894 │

│ 15 │ nicokosi       │           255 │

╰────┴────────────────┴───────────────╯



╭──name──┬──category──┬freq_overall┬users_count┬f_n_per_user┬───freq_by_user───┬importance┬─importance_b─┬────crate────┬first_tag┬last_tag╮

│ ls     │ filesystem │      12467 │        15 │       0.61 │ ▆▄██▃▁█▁▄▄█▆█▁▆▇ │     1.00 │ ████████████ │ nu-command  │ 0.2.0   │ 0.88.1 │

│ cd     │ filesystem │       7911 │        15 │       0.43 │ ▂▃▄▇▃▂▁▁██▇▄▄▁█▁ │     0.84 │ ██████████▏  │ nu-command  │ 0.2.0   │ 0.88.1 │

│ get    │ filters    │      12461 │        16 │       0.38 │ ██▅▆▂▁▄▂▃▁▂▃▂▃▂█ │     0.82 │ █████████▊   │ nu-command  │ 0.2.0   │ 0.88.1 │

│ open   │ filesystem │      10290 │        16 │       0.36 │ ▆█▄▄▂▁▄▁▃▆▂▃▃▁▂▇ │     0.79 │ █████████▌   │ nu-command  │ 0.2.0   │ 0.88.1 │

│ help   │ core       │       3273 │        14 │       0.30 │ ▂▂▅▃▁▁▂▁▂▂▃█▁▁▇█ │     0.67 │ ████████▏    │ nu-command  │ 0.3.0   │ 0.88.1 │

│ let    │ core       │       7308 │        14 │       0.25 │ ▅▃▄▃▁▁▂█▁▁▂▂▂▆▃▁ │     0.62 │ ███████▌     │ nu-cmd-lang │ 0.25.0  │ 0.88.1 │

│ each   │ filters    │       7376 │        14 │       0.19 │ ▄█▃▄▂▁▂▂▁▁▂▃▂▂▁▁ │     0.54 │ ██████▌      │ nu-command  │ 0.13.0  │ 0.88.1 │

│ config │ env        │       1587 │        14 │       0.16 │ ▁▁▃█▁▁▅▁▁▂▆▂▂▁▆▅ │     0.49 │ █████▉       │ nu-command  │ 0.2.0   │ 0.88.1 │

│ where  │ filters    │       5750 │        13 │       0.17 │ ▆█▅▅▂▁▃▂▃▂▂▅▃▃▁▁ │     0.49 │ █████▉       │ nu-command  │ 0.2.0   │ 0.88.1 │

│ lines  │ filters    │       3501 │        14 │       0.12 │ ▆█▆▆█▁▇▂▁▅▇▆▃▂▁▁ │     0.43 │ █████▏       │ nu-command  │ 0.2.0   │ 0.88.1 │

╰────────┴────────────┴────────────┴───────────┴────────────┴──────────────────┴──────────┴──────────────┴─────────────┴─────────┴────────╯



```