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πŸ“Š Python for Nonprofits β€” ΠΊΠ½ΠΈΠ³Π° ΠΈ ΠΊΠΎΠ΄ для Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½Ρ‹Ρ… Π² НКО

Π­Ρ‚ΠΎ ΠΏΠΎΠ»Π½ΠΎΡ†Π΅Π½Π½ΠΎΠ΅ ΡƒΡ‡Π΅Π±Π½ΠΎΠ΅ пособиС ΠΏΠΎ Python, Π·Π°Ρ‚ΠΎΡ‡Π΅Π½Π½ΠΎΠ΅ ΠΏΠΎΠ΄ Π½ΡƒΠΆΠ΄Ρ‹ нСкоммСрчСских ΠΎΡ€Π³Π°Π½ΠΈΠ·Π°Ρ†ΠΈΠΉ.

Автор β€” Kenneth Burchfiel β€” собрал Π² ΠΎΠ΄Π½ΠΎΠΌ Ρ€Π΅ΠΏΠΎΠ·ΠΈΡ‚ΠΎΡ€ΠΈΠΈ ΠΈ ΠΊΠ½ΠΈΠ³Ρƒ, ΠΈ Ρ€Π°Π±ΠΎΡ‡ΠΈΠ΅ Π±Π»ΠΎΠΊΠ½ΠΎΡ‚Ρ‹ для Ρ€Π΅Π°Π»ΡŒΠ½ΠΎΠ³ΠΎ Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½Ρ‹Ρ….

β–ͺ Π˜ΠΌΠΏΠΎΡ€Ρ‚ ΠΈ очистка Π΄Π°Π½Π½Ρ‹Ρ… (CSV, API, Google Sheets)
β–ͺ ΠžΠΏΠΈΡΠ°Ρ‚Π΅Π»ΡŒΠ½Π°Ρ статистика, Π»ΠΈΠ½Π΅ΠΉΠ½Ρ‹Π΅ рСгрСссии
β–ͺ Визуализация: Π³Ρ€Π°Ρ„ΠΈΠΊΠΈ, ΠΈΠ½Ρ‚Π΅Ρ€Π°ΠΊΡ‚ΠΈΠ²Π½Ρ‹Π΅ ΠΊΠ°Ρ€Ρ‚Ρ‹ (Plotly, Folium)
β–ͺ Dash-прилоТСния ΠΈ публикация Π΄Π°ΡˆΠ±ΠΎΡ€Π΄ΠΎΠ²
β–ͺ Всё ΠΎΡ„ΠΎΡ€ΠΌΠ»Π΅Π½ΠΎ ΠΊΠ°ΠΊ Jupyter-ΠΊΠ½ΠΈΠ³Π°: ΠΌΠΎΠΆΠ½ΠΎ Ρ‡ΠΈΡ‚Π°Ρ‚ΡŒ, Π·Π°ΠΏΡƒΡΠΊΠ°Ρ‚ΡŒ, ΠΌΠ΅Π½ΡΡ‚ΡŒ

ΠšΠΎΠΌΡƒ ΠΏΠΎΠ΄ΠΎΠΉΠ΄Ρ‘Ρ‚:
– Π½Π°Ρ‡ΠΈΠ½Π°ΡŽΡ‰ΠΈΠΌ Π΄Π°Ρ‚Π°-Π°Π½Π°Π»ΠΈΡ‚ΠΈΠΊΠ°ΠΌ, ΠΊΠΎΡ‚ΠΎΡ€Ρ‹Π΅ хотят Π΄Π΅Π»Π°Ρ‚ΡŒ ΠΏΠΎΠ»Π΅Π·Π½Ρ‹Π΅ ΠΏΡ€ΠΎΠ΅ΠΊΡ‚Ρ‹
– НКО, Ρ€Π°Π±ΠΎΡ‚Π°ΡŽΡ‰ΠΈΠΌ с ΠΎΡ‚ΠΊΡ€Ρ‹Ρ‚Ρ‹ΠΌΠΈ Π΄Π°Π½Π½Ρ‹ΠΌΠΈ ΠΈ ΠΎΡ‚Ρ‡Ρ‘Ρ‚Π°ΠΌΠΈ
– прСподаватСлям, ΠΈΡ‰ΡƒΡ‰ΠΈΠΌ ΡƒΡ‡Π΅Π±Π½Ρ‹ΠΉ курс ΠΏΠΎ Python с ΠΏΡ€Π°ΠΊΡ‚ΠΈΠΊΠΎΠΉ

πŸ’‘ МоТно Ρ‡ΠΈΡ‚Π°Ρ‚ΡŒ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΈΠ»ΠΈ ΡΠΊΠ°Ρ‡Π°Ρ‚ΡŒ ΠΊΠ°ΠΊ ΠΊΠ½ΠΈΠ³Ρƒ. ЛицСнзия MIT β€” ΠΌΠΎΠΆΠ½ΠΎ ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚ΡŒ Π³Π΄Π΅ ΡƒΠ³ΠΎΠ΄Π½ΠΎ.

πŸ“˜ ΠŸΠΎΠ΄Ρ€ΠΎΠ±Π½Π΅Π΅ ΠΈ исходники: https://github.com/kburchfiel/pfn

@pythonl
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πŸ“Š Python for Nonprofits β€” ΠΊΠ½ΠΈΠ³Π° ΠΈ ΠΊΠΎΠ΄ для Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½Ρ‹Ρ… Π² НКО

Π­Ρ‚ΠΎ ΠΏΠΎΠ»Π½ΠΎΡ†Π΅Π½Π½ΠΎΠ΅ ΡƒΡ‡Π΅Π±Π½ΠΎΠ΅ пособиС ΠΏΠΎ Python, Π·Π°Ρ‚ΠΎΡ‡Π΅Π½Π½ΠΎΠ΅ ΠΏΠΎΠ΄ Π½ΡƒΠΆΠ΄Ρ‹ нСкоммСрчСских ΠΎΡ€Π³Π°Π½ΠΈΠ·Π°Ρ†ΠΈΠΉ.

Автор β€” Kenneth Burchfiel β€” собрал Π² ΠΎΠ΄Π½ΠΎΠΌ Ρ€Π΅ΠΏΠΎΠ·ΠΈΡ‚ΠΎΡ€ΠΈΠΈ ΠΈ ΠΊΠ½ΠΈΠ³Ρƒ, ΠΈ Ρ€Π°Π±ΠΎΡ‡ΠΈΠ΅ Π±Π»ΠΎΠΊΠ½ΠΎΡ‚Ρ‹ для Ρ€Π΅Π°Π»ΡŒΠ½ΠΎΠ³ΠΎ Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½Ρ‹Ρ….

β–ͺ Π˜ΠΌΠΏΠΎΡ€Ρ‚ ΠΈ очистка Π΄Π°Π½Π½Ρ‹Ρ… (CSV, API, Google Sheets)
β–ͺ ΠžΠΏΠΈΡΠ°Ρ‚Π΅Π»ΡŒΠ½Π°Ρ статистика, Π»ΠΈΠ½Π΅ΠΉΠ½Ρ‹Π΅ рСгрСссии
β–ͺ Визуализация: Π³Ρ€Π°Ρ„ΠΈΠΊΠΈ, ΠΈΠ½Ρ‚Π΅Ρ€Π°ΠΊΡ‚ΠΈΠ²Π½Ρ‹Π΅ ΠΊΠ°Ρ€Ρ‚Ρ‹ (Plotly, Folium)
β–ͺ Dash-прилоТСния ΠΈ публикация Π΄Π°ΡˆΠ±ΠΎΡ€Π΄ΠΎΠ²
β–ͺ Всё ΠΎΡ„ΠΎΡ€ΠΌΠ»Π΅Π½ΠΎ ΠΊΠ°ΠΊ Jupyter-ΠΊΠ½ΠΈΠ³Π°: ΠΌΠΎΠΆΠ½ΠΎ Ρ‡ΠΈΡ‚Π°Ρ‚ΡŒ, Π·Π°ΠΏΡƒΡΠΊΠ°Ρ‚ΡŒ, ΠΌΠ΅Π½ΡΡ‚ΡŒ

ΠšΠΎΠΌΡƒ ΠΏΠΎΠ΄ΠΎΠΉΠ΄Ρ‘Ρ‚:
– Π½Π°Ρ‡ΠΈΠ½Π°ΡŽΡ‰ΠΈΠΌ Π΄Π°Ρ‚Π°-Π°Π½Π°Π»ΠΈΡ‚ΠΈΠΊΠ°ΠΌ, ΠΊΠΎΡ‚ΠΎΡ€Ρ‹Π΅ хотят Π΄Π΅Π»Π°Ρ‚ΡŒ ΠΏΠΎΠ»Π΅Π·Π½Ρ‹Π΅ ΠΏΡ€ΠΎΠ΅ΠΊΡ‚Ρ‹
– НКО, Ρ€Π°Π±ΠΎΡ‚Π°ΡŽΡ‰ΠΈΠΌ с ΠΎΡ‚ΠΊΡ€Ρ‹Ρ‚Ρ‹ΠΌΠΈ Π΄Π°Π½Π½Ρ‹ΠΌΠΈ ΠΈ ΠΎΡ‚Ρ‡Ρ‘Ρ‚Π°ΠΌΠΈ
– прСподаватСлям, ΠΈΡ‰ΡƒΡ‰ΠΈΠΌ ΡƒΡ‡Π΅Π±Π½Ρ‹ΠΉ курс ΠΏΠΎ Python с ΠΏΡ€Π°ΠΊΡ‚ΠΈΠΊΠΎΠΉ

πŸ’‘ МоТно Ρ‡ΠΈΡ‚Π°Ρ‚ΡŒ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΈΠ»ΠΈ ΡΠΊΠ°Ρ‡Π°Ρ‚ΡŒ ΠΊΠ°ΠΊ ΠΊΠ½ΠΈΠ³Ρƒ. ЛицСнзия MIT β€” ΠΌΠΎΠΆΠ½ΠΎ ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚ΡŒ Π³Π΄Π΅ ΡƒΠ³ΠΎΠ΄Π½ΠΎ.

πŸ“˜ ΠŸΠΎΠ΄Ρ€ΠΎΠ±Π½Π΅Π΅ ΠΈ исходники: https://github.com/kburchfiel/pfn

@pythonl

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With the sharp downturn in the crypto market, yelling has become a coping mechanism for many crypto traders. This screaming therapy became popular after the surge of Goblintown Ethereum NFTs at the end of May or early June. Here, holders made incoherent groaning sounds in late-night Twitter spaces. They also role-played as urine-loving Goblin creatures. With the β€œBear Market Screaming Therapy Group,” we’ve now transcended language. Find your optimal posting schedule and stick to it. The peak posting times include 8 am, 6 pm, and 8 pm on social media. Try to publish serious stuff in the morning and leave less demanding content later in the day. Judge Hui described Ng as inciting others to β€œcommit a massacre” with three posts teaching people to make β€œtoxic chlorine gas bombs,” target police stations, police quarters and the city’s metro stations. This offence was β€œrather serious,” the court said. Ng was convicted in April for conspiracy to incite a riot, public nuisance, arson, criminal damage, manufacturing of explosives, administering poison and wounding with intent to do grievous bodily harm between October 2019 and June 2020.
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πŸ“Š Python for Nonprofits β€” ΠΊΠ½ΠΈΠ³Π° ΠΈ ΠΊΠΎΠ΄ для Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½Ρ‹Ρ… Π² НКО

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