Tikvah Telegram channel analysis repo

! this repo analysis is done for learning purpose

one of analysis dashboard

another

libraries used

• bs4

clone repo

git clone https://github.com/hmhard/tikvah-tg-channel-analysis.git

run the following commands

# give permission
chmod +x process.sh

# default 500 given to top n change to whatever you want
./process.sh 500

Preprocessing Steps Completed:

• Fetched HTML data.
• Extracted data into JSON format.
• Filtered Amharic keywords, removing entries with:
  • Emojis
  • English characters
  • Special characters
  • Numbers
• Filtered out stop words.

final data be like

 data = {
    "ሰዎች": 14109,
    "ከተማ": 10457,
    "ክልል": 9968,
    "ቤት": 8725,
    "አበባ": 7661,
    "ሲሆን": 7288,
    "ዛሬ": 6636,
    "መሆኑን": 6383,
    "ተማሪዎች": 5937,
    "ቀን": 5896,
    "ከፍተኛ": 5741,
    "የኢትዮጵያ": 5684,
    "ሰዓት": 5294,
    "ፖሊስ": 5167,
    "እንዲሁም": 5136,
    "መንግስት": 4997,
    "ትምህርት": 4992,
    "መረጃ": 4845,
    "ስራ": 4820,
    "ብር": 4673,
    "ኢትዮጵያ": 4528,
    "ቫይረስ": 4229,
    "ደግሞ": 4185,
    "ቁጥር": 4154,
    "ሚኒስትር": 4130,
    "አገልግሎት": 4026,
    "ዞን": 3999,
    "ዩኒቨርሲቲ": 3820,
    "ዓመት": 3709,
    ...

you can also do extra processing and analysis and create pull request.

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