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https://github.com/sanam2405/chatinfo

Analysing the WhatsApp Chat with my crush over a 6M period
https://github.com/sanam2405/chatinfo

data-analysis data-visualization python

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Analysing the WhatsApp Chat with my crush over a 6M period

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## Analysing the WhatsApp Chat with my crush over a 6M period

### Statistics for Manas Pratim Biswas:

- Total Messages : `6612`
- Total Words : `62556`
- Average words per message : `9.461`
- Mean time taken to reply : `10 Minutes : 18 Seconds`
- Total emojis : `1575`
- Total unique emojis : `69`
- Most used emoji : ๐Ÿ˜‚
- Total Media : `853`
- Total Links : `259`

---

### Statistics for Crush:

- Total Messages : `3682`
- Total Words : `22650`
- Average words per message : `6.152`
- Mean time taken to reply : `28 Minutes : 43 Seconds`
- Total emojis : `474`
- Total unique emojis : `24`
- Most used emoji : ๐Ÿ™‚
- Total Media : `43`
- Total Links : `11`

---

### Overall Statistics:

- Total Messages : `10309`
- Total Words : `85321`
- Average words per message : `8.276`
- Mean time taken to reply : `19 Minutes : 30 Seconds`
- Total emojis : `2049`
- Total unique emojis : `76`
- Most used emoji : ๐Ÿ˜‚
- Total Media : `896`
- Total Links : `270`

---

### Plots

![](plots/Manas%20Pratim%20Biswas_monthly.png)

![](plots//Crush_monthly.png)

![](plots/Overall_monthly.png)

![](plots/Manas%20Pratim%20Biswas_daily.png)

![](plots/Crush_daily.png)

![](plots/Overall_daily.png)

![](plots/Manas%20Pratim%20Biswas_week_activity.png)

![](plots/Crush_week_activity.png)

![](plots/Overall_week_activity.png)

![](plots/Manas%20Pratim%20Biswas_month_activity.png)

![](plots/Crush_month_activity.png)

![](plots/Overall_month_activity.png)

![](plots/Manas%20Pratim%20Biswas_heatmap.png)

![](plots/Crush_heatmap.png)

![](plots/Overall_heatmap.png)

![](plots/Manas%20Pratim%20Biswas_wordcloud.png)

![](plots/Crush_wordcloud.png)

![](plots/Overall_wordcloud.png)

![](plots/Manas%20Pratim%20Biswas_frequent_words.png)

![](plots/Crush_frequent_words.png)

![](plots/Overall_frequent_words.png)

#### Manas Pratim Biswas Emojis

| Emoji | Frequency |
| :---- | --------: |
| ๐Ÿ˜‚ | 308 |
| ๐Ÿ™‚ | 198 |
| ๐Ÿ’€ | 197 |
| ๐Ÿคฃ | 144 |
| ๐Ÿฅฒ | 138 |
| ๐Ÿคก | 97 |
| ๐Ÿ™„ | 65 |
| ๐Ÿป | 63 |
| โ™‚ | 56 |
| ๐Ÿคฆ | 55 |
| ๐Ÿซ  | 26 |
| ๐Ÿ™ƒ | 25 |
| ๐Ÿฆ | 20 |
| ๐Ÿ˜‘ | 14 |
| โ˜• | 12 |
| ๐Ÿ—ฟ | 11 |
| ๐Ÿคฒ | 8 |
| ๐Ÿง | 8 |
| ๐Ÿ˜” | 8 |
| ๐Ÿ˜ž | 7 |
| ๐Ÿซก | 6 |
| ๐Ÿฅธ | 6 |
| ๐Ÿซฅ | 6 |
| ๐Ÿ˜ญ | 6 |
| โšซ | 6 |
| ๐Ÿ˜ถ | 5 |
| ๐Ÿค” | 5 |
| โค | 5 |
| ๐Ÿ˜† | 4 |
| ๐Ÿ˜ | 4 |
| โ˜น | 4 |
| ๐Ÿ˜• | 4 |
| ๐Ÿ’ธ | 3 |
| ๐Ÿซค | 3 |
| ๐Ÿ‘ | 3 |
| ๐Ÿฅณ | 3 |
| ๐Ÿ˜… | 2 |
| ๐Ÿซถ | 2 |
| ๐Ÿซข | 2 |
| ๐Ÿ˜‡ | 2 |
| ๐Ÿซฃ | 2 |
| ๐Ÿ˜Š | 2 |
| ๐Ÿฅด | 2 |
| ๐Ÿ”ฅ | 2 |
| ๐Ÿ“‰ | 2 |
| ๐Ÿคจ | 1 |
| ๐Ÿ’ช | 1 |
| ๐Ÿคท | 1 |
| ๐Ÿซฐ | 1 |
| ๐Ÿ‘€ | 1 |
| ๐Ÿ˜ | 1 |
| ๐Ÿค— | 1 |
| ๐Ÿ˜Ž | 1 |
| ๐Ÿ˜ข | 1 |
| ๐Ÿค• | 1 |
| ๐Ÿ˜ˆ | 1 |
| ๐Ÿคญ | 1 |
| ๐Ÿ’ซ | 1 |
| ๐Ÿ˜’ | 1 |
| ๐Ÿ™ | 1 |
| ๐Ÿ˜ณ | 1 |
| ๐Ÿฅฑ | 1 |
| ๐Ÿฅบ | 1 |
| ๐Ÿซต | 1 |
| ๐Ÿ‘‡ | 1 |
| ๐Ÿ”ซ | 1 |
| ๐Ÿ†— | 1 |
| ๐Ÿ˜ฅ | 1 |
| ๐Ÿ˜ก | 1 |

#### Crush Emojis

| Emoji | Frequency |
| :---- | --------: |
| ๐Ÿ™‚ | 104 |
| ๐Ÿฅฒ | 86 |
| ๐Ÿ’€ | 82 |
| ๐Ÿ˜“ | 63 |
| ๐Ÿ˜‚ | 37 |
| ๐Ÿป | 22 |
| ๐Ÿซ  | 18 |
| ๐Ÿ™ | 10 |
| ๐Ÿ‘ | 8 |
| ๐Ÿคฆ | 6 |
| ๐Ÿผ | 6 |
| โ™€ | 6 |
| โ˜บ | 5 |
| ๐Ÿ˜ถ | 3 |
| ๐Ÿ™ƒ | 3 |
| ๐Ÿฅณ | 3 |
| ๐Ÿคฒ | 2 |
| ๐Ÿซก | 2 |
| ๐Ÿ› | 2 |
| ๐Ÿ‘ | 2 |
| ๐Ÿซข | 1 |
| ๐Ÿฅฑ | 1 |
| ๐Ÿ‘€ | 1 |
| ๐Ÿฅบ | 1 |

#### Overall Emojis

| Emoji | Frequency |
| :---- | --------: |
| ๐Ÿ˜‚ | 345 |
| ๐Ÿ™‚ | 302 |
| ๐Ÿ’€ | 279 |
| ๐Ÿฅฒ | 224 |
| ๐Ÿคฃ | 144 |
| ๐Ÿคก | 97 |
| ๐Ÿป | 85 |
| ๐Ÿ™„ | 65 |
| ๐Ÿ˜“ | 63 |
| ๐Ÿคฆ | 61 |
| โ™‚ | 56 |
| ๐Ÿซ  | 44 |
| ๐Ÿ™ƒ | 28 |
| ๐Ÿฆ | 20 |
| ๐Ÿ˜‘ | 14 |
| โ˜• | 12 |
| ๐Ÿ—ฟ | 11 |
| ๐Ÿคฒ | 10 |
| ๐Ÿ™ | 10 |
| ๐Ÿ˜ถ | 8 |
| ๐Ÿซก | 8 |
| ๐Ÿง | 8 |
| ๐Ÿ‘ | 8 |
| ๐Ÿ˜” | 8 |
| ๐Ÿ˜ž | 7 |
| ๐Ÿฅธ | 6 |
| ๐Ÿซฅ | 6 |
| ๐Ÿผ | 6 |
| โ™€ | 6 |
| ๐Ÿฅณ | 6 |
| ๐Ÿ˜ญ | 6 |
| โšซ | 6 |
| ๐Ÿค” | 5 |
| โ˜บ | 5 |
| ๐Ÿ‘ | 5 |
| โค | 5 |
| ๐Ÿ˜† | 4 |
| ๐Ÿ˜ | 4 |
| โ˜น | 4 |
| ๐Ÿ˜• | 4 |
| ๐Ÿซข | 3 |
| ๐Ÿ’ธ | 3 |
| ๐Ÿซค | 3 |
| ๐Ÿ˜… | 2 |
| ๐Ÿซถ | 2 |
| ๐Ÿ‘€ | 2 |
| ๐Ÿฅฑ | 2 |
| ๐Ÿ˜‡ | 2 |
| ๐Ÿ› | 2 |
| ๐Ÿซฃ | 2 |
| ๐Ÿ˜Š | 2 |
| ๐Ÿฅบ | 2 |
| ๐Ÿฅด | 2 |
| ๐Ÿ”ฅ | 2 |
| ๐Ÿ“‰ | 2 |
| ๐Ÿคจ | 1 |
| ๐Ÿ’ช | 1 |
| ๐Ÿคท | 1 |
| ๐Ÿซฐ | 1 |
| ๐Ÿ˜ | 1 |
| ๐Ÿค— | 1 |
| ๐Ÿ˜Ž | 1 |
| ๐Ÿ˜ข | 1 |
| ๐Ÿค• | 1 |
| ๐Ÿ˜ˆ | 1 |
| ๐Ÿคญ | 1 |
| ๐Ÿ’ซ | 1 |
| ๐Ÿ˜’ | 1 |
| ๐Ÿ™ | 1 |
| ๐Ÿ˜ณ | 1 |
| ๐Ÿซต | 1 |
| ๐Ÿ‘‡ | 1 |
| ๐Ÿ”ซ | 1 |
| ๐Ÿ†— | 1 |
| ๐Ÿ˜ฅ | 1 |
| ๐Ÿ˜ก | 1 |