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Created 3 years ago
import re
import jovian
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from wordcloud import WordCloud, STOPWORDS
import emoji
from collections import Counter with open("chat-data.txt", 'r') as raw_data:
raw_string = ' '.join(raw_data.read().split('\n')) # converting the list split by newline char. as one whole string as there can be multi-line messages
raw_string'23/08/18, 9:34 pm - +91 94910 27713 created group "Crazy world" 23/08/18, 9:34 pm - You were added 03/04/20, 1:51 pm - +91 97003 37753: Snake in my plant 03/04/20, 4:25 pm - +91 97003 37753: Dhuni polymers Pvt Ltd 03/04/20, 4:25 pm - +91 97058 89362: Ekkada 03/04/20, 4:26 pm - +91 97058 89362: Location 03/04/20, 4:26 pm - +91 97003 37753: Thimmapur 03/04/20, 4:26 pm - +91 97003 37753: Hyderabad 03/04/20, 4:27 pm - +91 97058 89362: Ok 04/04/20, 5:56 am - +91 80998 21044: *FREE 500GB DATA FOR EVERYONE* *ఉచితంగా పొందండి 500 GB data and unlimited free calling* *ఇప్పుడే పొందండి* ► free2recharge.pw/offer 04/04/20, 6:01 am - +91 97003 37753: Raki mayya please ra yevadu yadi free ivvadu ra dayachi cheshi ilanti message forward cheyakandi 04/04/20, 6:03 am - Shanmukhi: Ha avnuuu 04/04/20, 6:03 am - Shanmukhi: Pls cheyakandii 04/04/20, 6:03 am - Shanmukhi: Forward 04/04/20, 6:04 am - Sravani: Nv enduku forward chesava shanmu 04/04/20, 6:06 am - Shanmukhi: Delete chesesa kadhaa 04/04/20, 6:28 am - +91 80998 21044: Sorry friends 04/04/20, 6:28 am - +91 97003 37753: Sorry vadu ra 04/04/20, 6:28 am - +91 97003 37753: Manam friends 04/04/20, 6:29 am - +91 97003 37753: Avasaram ledu 04/04/20, 6:29 am - +91 80998 21044: Tq 04/04/20, 10:00 am - Sravani: I recommend Aarogya Setu app to fight against COVID19. Please download and share it using this link Android : https://play.google.com/store/apps/details?id=nic.goi.aarogyasetu iOS : itms-apps://itunes.apple.com/app/id1505825357 04/04/20, 10:07 pm - +91 91602 65932: <Media omitted> 05/04/20, 7:57 am - +91 99123 06718: Accountant jobs vunnai...... If any one interested call me 05/04/20, 7:58 am - +91 94417 69688: Akkada ra anna 05/04/20, 7:58 am - +91 99123 06718: Hyd 05/04/20, 7:58 am - +91 94417 69688: Sorry 05/04/20, 8:07 am - +91 99123 06718: K.... No problem... 05/04/20, 8:07 am - +91 99123 06718: Vunte chappu 05/04/20, 8:08 am - +91 91604 65339: Requirements enti 05/04/20, 8:08 am - +91 91604 65339: What is the package 05/04/20, 9:41 pm - +91 91602 65932: <Media omitted> 09/04/20, 7:39 pm - +91 97058 89362: Hi 09/04/20, 7:43 pm - +91 80998 21044: Hi 09/04/20, 7:43 pm - +91 94922 42594: Hi 09/04/20, 8:42 pm - +91 99898 10356: Hai Darlings. 09/04/20, 8:45 pm - +91 94417 69688: Hiiii 09/04/20, 8:46 pm - Prasanna (Diploma): Hi All 09/04/20, 8:49 pm - +91 97058 89362: How are you 09/04/20, 8:49 pm - +91 94417 69688: Fine what about u 09/04/20, 8:57 pm - Prasanna (Diploma): Gud... 09/04/20, 9:03 pm - +91 94410 45410: Hi guys 09/04/20, 9:26 pm - +91 99898 10356: Cool..😎 09/04/20, 9:27 pm - +91 97058 89362: Good 09/04/20, 9:27 pm - +91 97058 89362: Climate aa 09/04/20, 9:29 pm - +91 99898 10356: Climate and Me also Baa 17/04/20, 12:15 pm - +91 97032 54666: Hai 17/04/20, 12:15 pm - +91 99899 51356: Hi 17/04/20, 12:15 pm - +91 94410 45410: Hi mama 17/04/20, 12:15 pm - +91 99123 06718: Hi... 17/04/20, 12:28 pm - Sunil (Dip): Hi 17/04/20, 12:42 pm - +91 94937 83432: Haii guys..✋ 17/04/20, 1:24 pm - +91 94417 69688: ✋🏻✋🏻 17/04/20, 2:04 pm - +91 94922 42594: Hi 20/04/20, 10:56 am - +91 94937 83432: Haii guys 20/04/20, 10:56 am - +91 94937 83432: Any one free 20/04/20, 10:57 am - +91 94922 42594: Hi mama 20/04/20, 10:57 am - +91 94937 83432: Haii ra babji 20/04/20, 10:57 am - +91 94937 83432: Kya kareaga 20/04/20, 10:58 am - +91 94922 42594: Kuch Nahi mama 20/04/20, 10:58 am - +91 94922 42594: Thum 20/04/20, 11:00 am - +91 94937 83432: Free free free 20/04/20, 11:10 am - +91 94922 42594: Kya Kuch kam Nahi he kya 20/04/20, 11:15 am - +91 99899 51356: Rey telugu lo yedu ra 20/04/20, 11:16 am - +91 94922 42594: Kya hua Hindi Nahi atha he kya 20/04/20, 11:17 am - +91 99899 51356: Memu yemanna north india lo puttama hindhi lo vaguthunnav 20/04/20, 11:18 am - +91 91604 65339: Kaha say hooga.. poora lockdown tho hey... Aap ko nahi hai kya... 20/04/20, 11:18 am - +91 94922 42594: Aha memu puttama mari 20/04/20, 11:18 am - +91 94922 42594: Nerchukovali ra 20/04/20, 11:19 am - +91 99899 51356: Telugu jathi manadhi 20/04/20, 11:19 am - +91 94937 83432: ✊ 20/04/20, 11:19 am - +91 99899 51356: Super 20/04/20, 11:19 am - +91 94922 42594: Start chesindi nuve ba 20/04/20, 11:20 am - +91 94937 83432: Its ok yar 20/04/20, 11:20 am - Sunil (Dip): Nahi he, on duty 20/04/20, 11:20 am - +91 94922 42594: Duty nahi 20/04/20, 11:20 am - +91 94937 83432: I am intrested to make a group video call how many of u free 20/04/20, 11:21 am - +91 94922 42594: 🖐🖐 20/04/20, 11:21 am - +91 91604 65339: In office 20/04/20, 11:22 am - +91 94937 83432: Ok 20/04/20, 11:22 am - +91 94922 42594: Ba game start cheyandi 20/04/20, 11:22 am - +91 94937 83432: I think sunil busy 22/04/20, 3:46 pm - Shanmukhi left 23/04/20, 1:48 pm - Sireesha: I recommend Aarogya Setu app to fight against COVID19. Please download and share it using this link Android : https://play.google.com/store/apps/details?id=nic.goi.aarogyasetu iOS : https://apps.apple.com/in/app/aarogyasetu/id1505825357 30/04/20, 7:34 pm - Satish: My colleague Vijay Jayaram\'s 2 1/2 year old daughter has been diagnosed with Myeloid Leukemia - type of blood cancer. She is undergoing treatment in Bangalore and doctors have estimated spend of 8 lacs over 5 to 6 months period. At this moment due to non-availability of insurance, family is struggling to meet medical expenses. Whatever as individual you can support it will of great help to him. Thanks for your support. 🙏 01/05/20, 7:39 pm - Prasanna (Diploma): <Media omitted> 01/05/20, 7:48 pm - Satish: Thank you 01/05/20, 9:15 pm - +91 94922 42594: Happy birthday ra Satya Narayana 35 01/05/20, 9:17 pm - Prasanna (Diploma): Happy Birthday Satya Narayana 🎂💐 01/05/20, 9:23 pm - +91 94410 45410: Happy birthday ra satti 01/05/20, 9:24 pm - +91 97058 89362: Rey vadu group lo ledu 01/05/20, 9:24 pm - +91 94937 83432: <Media omitted> 01/05/20, 9:25 pm - +91 97058 89362: <Media omitted> 01/05/20, 9:25 pm - +91 94922 42594 added +91 96767 67194 01/05/20, 9:52 pm - Sravani: Happy birthday 🎂🎂 01/05/20, 9:53 pm - +91 97003 37753: Vadu chala busy ga unnadu morning message peditey eppatiki reply evvaledu 01/05/20, 9:53 pm - +91 94922 42594: Many more happy returns of the day mama 01/05/20, 9:53 pm - +91 97003 37753: He changed his name to William George carry 01/05/20, 9:54 pm - +91 94922 42594: I know 01/05/20, 9:54 pm - +91 94922 42594: That 01/05/20, 9:55 pm - Prasanna (Diploma): Happy Birthday Satya Narayana 🎂💐 01/05/20, 10:00 pm - +91 99898 10356: Happy birthday baa. 01/05/20, 10:01 pm - +91 94410 45410: This message was deleted 01/05/20, 10:03 pm - Sunil (Dip): Happy Birthday Satya Narayana 01/05/20, 10:04 pm - +91 97003 37753: He is such a busy person that he even didn\'t gave reply to messages, didn\'t answer the phone calls and didn\'t saw fb Posts 01/05/20, 10:07 pm - +91 97003 37753: He will get back to all you guys mean while after finishes his dinner 01/05/20, 10:09 pm - +91 91604 65339: Happy birthday 🎂 *satya* 01/05/20, 10:15 pm - +91 97058 89362: Happy birthday satya Narayana 01/05/20, 10:18 pm - +91 96767 67194: Thanks ra 01/05/20, 10:18 pm - +91 96767 67194: Thank you guys 01/05/20, 10:21 pm - Prasanna (Diploma): Why r you bothering too much... whenever he want to respond then he will do 01/05/20, 10:22 pm - +91 94922 42594: He is responding now 01/05/20, 10:23 pm - +91 96767 67194: 🙂 01/05/20, 10:23 pm - +91 97003 37753: I did all just for fun 01/05/20, 10:24 pm - +91 94922 42594: 😃😃😃😃 01/05/20, 10:27 pm - +91 96767 67194: Hi friends 01/05/20, 10:27 pm - +91 96767 67194: Ala vunaru andaru 01/05/20, 10:27 pm - +91 97003 37753: Babji mayya enkenti 01/05/20, 10:28 pm - +91 97003 37753: Andhari carona lockdown lo unnaru 01/05/20, 10:28 pm - +91 96767 67194: Hahahaha🤣🤣🤣 01/05/20, 10:28 pm - +91 97003 37753: Andharu 01/05/20, 10:29 pm - +91 97003 37753: Lockdown makes me home sick 01/05/20, 10:29 pm - +91 94922 42594: Nothing mama 01/05/20, 10:30 pm - +91 94922 42594: Chepali akada unav 01/05/20, 10:34 pm - +91 91602 65932: Happy birthday ra satya 01/05/20, 10:34 pm - +91 97003 37753: Thimmapur Hyderabad 01/05/20, 10:34 pm - +91 94922 42594: Lockdown Kada antha ok na 01/05/20, 10:35 pm - +91 97003 37753: Antha ok ra 01/05/20, 10:36 pm - +91 94922 42594: Ok 01/05/20, 10:49 pm - Vijju(Diploma): Many more happy returns of the day Satya Narayana 01/05/20, 11:31 pm - +91 96767 67194: Thankq 😊 03/05/20, 8:21 am - +91 99123 06718: Happy birthday day Prasanna.....🎂🎊🎉 03/05/20, 8:23 am - +91 91602 65932: Many more happy returns of the day prasanna🎂🎂🎂🎂🎂🎂🎂🎂 03/05/20, 8:24 am - +91 94922 42594: Many more happy returns of the day parsanna 03/05/20, 8:42 am - Sunil (Dip): Happy Birthday Prasanna 03/05/20, 8:44 am - +91 96767 67194: Many more happy returns of the day parsanna🥳🥳🥳🥳🎂 03/05/20, 8:55 am - +91 94937 83432: Wish u a many more Happy returns of the day prasanna...💐🎂🎊🎉 03/05/20, 9:00 am - +91 99898 10356: A Very Happy Birthday To You Prasanna...! 🍫🍭🍬 03/05/20, 9:34 am - +91 97058 89362: Many more happy returns of the day Prasanna. 03/05/20, 10:08 am - +91 97032 54666: Happy birthday to you 03/05/20, 10:08 am - +91 94937 83432: 🍬 03/05/20, 10:37 am - Prasanna (Diploma): Thank you so much all for your warm wishes 😃 03/05/20, 10:37 am - Satish: Happy Birthday to you prasanna 03/05/20, 10:38 am - +91 99123 06718: Partly adi 03/05/20, 10:38 am - Prasanna (Diploma): Tq 😊 03/05/20, 10:39 am - Prasanna (Diploma): Rjy vacheyandi 03/05/20, 10:39 am - +91 90101 26256: Happy puttinaroju Prasanna 03/05/20, 10:43 am - +91 97032 54666: Hai 03/05/20, 10:45 am - Prasanna (Diploma): Thanm you surya 03/05/20, 10:45 am - Prasanna (Diploma): Hlo 03/05/20, 10:45 am - +91 99123 06718: Raju garu party vundi anta 03/05/20, 10:46 am - +91 99123 06718: Rjy lo 03/05/20, 10:46 am - Sunil (Dip): VellandI, rjy red zone, thisukuveli corntain lo vestharu 03/05/20, 10:47 am - +91 99123 06718: Maku main party kavali ante.... 03/05/20, 10:48 am - Sunil (Dip): Ha, ayithe vellu 03/05/20, 10:50 am - +91 94922 42594: Super party isthara contain lo 03/05/20, 10:58 am - Prasanna (Diploma): Hehe 03/05/20, 10:58 am - Prasanna (Diploma): 😝😝😝 03/05/20, 10:58 am - Prasanna (Diploma): Oy rajahmundry orange zone 03/05/20, 10:58 am - Sunil (Dip): Avuna 03/05/20, 10:59 am - +91 99123 06718: Green signal vachindi..... 03/05/20, 10:59 am - Sunil (Dip): Green kadhu orange 03/05/20, 11:00 am - +91 99123 06718: 🤦\u200d♂ 03/05/20, 11:00 am - Prasanna (Diploma): Ha orange 😝 03/05/20, 1:32 pm - +91 91604 65339: Happy birthday @919160808084, hope you had a great day, Stay Bless dear stay safe... 🎂 🥳 🍬 💐... 03/05/20, 1:43 pm - +91 94937 83432: 🍬 03/05/20, 1:51 pm - Prasanna (Diploma): Thank you Narayana ji 😊 03/05/20, 1:52 pm - Sunil (Dip): O+ platlates kavali urgent My sister needs at kakinada GGH Please contact my number :-9573466097 03/05/20, 1:57 pm - Sunil (Dip): He is my frnd, evarina unte cheppandi 03/05/20, 2:45 pm - +91 97003 37753: Wish you a many more happy returns of the day @919160808084 03/05/20, 3:20 pm - Prasanna (Diploma): Tq Teja😊 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:07 am - +91 97003 37753: <Media omitted> 04/05/20, 1:10 am - +91 99898 10356: Entra ela unnav 04/05/20, 1:10 am - +91 97003 37753: I will send your pics also 04/05/20, 1:10 am - +91 99898 10356: Vaddu raa 04/05/20, 1:10 am - Sunil (Dip): ✋ 04/05/20, 1:11 am - Sunil (Dip): Pampu 04/05/20, 1:11 am - +91 99898 10356: Enduku baa 04/05/20, 1:11 am - +91 99898 10356: Chala comedy gaa untam 04/05/20, 1:11 am - Sunil (Dip): Memories 04/05/20, 1:11 am - Sunil (Dip): Haha 04/05/20, 1:11 am - +91 99898 10356: 😭😭😭 04/05/20, 1:12 am - Sunil (Dip): A1 muddayi 04/05/20, 1:12 am - +91 97003 37753: <Media omitted> 04/05/20, 1:12 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: <Media omitted> 04/05/20, 1:13 am - +91 97003 37753: Missing those days 04/05/20, 1:14 am - +91 97003 37753: <Media omitted> 04/05/20, 1:14 am - +91 97003 37753: <Media omitted> 04/05/20, 1:14 am - +91 97003 37753: <Media omitted> 04/05/20, 1:14 am - +91 97003 37753: <Media omitted> 04/05/20, 1:14 am - +91 97003 37753: <Media omitted> 04/05/20, 1:15 am - Sunil (Dip): Me too 04/05/20, 1:17 am - +91 97003 37753: <Media omitted> 04/05/20, 1:17 am - +91 97003 37753: <Media omitted> 04/05/20, 1:17 am - +91 97003 37753: <Media omitted> 04/05/20, 1:17 am - +91 97003 37753: <Media omitted> 04/05/20, 1:20 am - +91 99898 10356: Evarada veddu 04/05/20, 1:21 am - +91 99898 10356: Monkey batch🐒🐒 04/05/20, 1:21 am - Sunil (Dip): Gurthuku ledha neku vadu 04/05/20, 1:22 am - +91 99898 10356: Ledu baa 04/05/20, 1:23 am - +91 99898 10356: Chala different gaa unnadu 04/05/20, 1:23 am - Sunil (Dip): Aha 04/05/20, 1:24 am - +91 99898 10356: 🤣🤣🤣 04/05/20, 1:27 am - +91 97003 37753: Era padukoleda 04/05/20, 1:27 am - Sunil (Dip): Ledhu ga 04/05/20, 1:27 am - +91 99898 10356: Ledu 04/05/20, 1:27 am - +91 97003 37753: Nuvvu night duty aa bava 04/05/20, 1:28 am - Sunil (Dip): Ha avunu 04/05/20, 1:28 am - +91 97003 37753: Padukokunnda emi pikutunnav 04/05/20, 1:28 am - Sunil (Dip): Inka unnaya pics 04/05/20, 1:29 am - +91 97003 37753: Levu ra inti kada pc lo unnai 04/05/20, 1:29 am - Sunil (Dip): Kk 04/05/20, 1:29 am - +91 97003 37753: Nenu kuda night duty 04/05/20, 1:29 am - +91 99898 10356: Night duty 04/05/20, 1:29 am - Sunil (Dip): Hoo 04/05/20, 1:29 am - Sunil (Dip): Ohoo, saripoyindhi 04/05/20, 1:30 am - +91 97003 37753: Work from home gadivi neku night duty entira 04/05/20, 1:32 am - +91 99898 10356: Just time pass 04/05/20, 2:00 am - Satish: Good night friends 04/05/20, 2:01 am - +91 97003 37753: Good night kadu ra 04/05/20, 2:01 am - +91 97003 37753: Good morning cheppali 04/05/20, 2:01 am - Satish: Mrng aithe 04/05/20, 2:01 am - Satish: Eam chestunnav 04/05/20, 2:02 am - +91 97003 37753: Night duty 04/05/20, 2:02 am - +91 97003 37753: Free bird around the plant 04/05/20, 2:02 am - Satish: <Media omitted> 04/05/20, 2:02 am - Sunil (Dip): Vadu ni8 duty, nv em chesthunavu 04/05/20, 2:03 am - Satish: N8 duty ra 04/05/20, 2:03 am - Sunil (Dip): Hmm, edhi eppudu nunchi 04/05/20, 2:03 am - Satish: Power ledhu ra room lo kurchunna 04/05/20, 2:04 am - +91 97003 37753: Endidayya edhi neneppudu chedaley 04/05/20, 2:04 am - Satish: Era nenu N8 duty cheyakudadha 04/05/20, 2:05 am - Sunil (Dip): Mari ni8 annavu 04/05/20, 2:05 am - Satish: Nv ra 04/05/20, 2:05 am - Satish: N8 shift? 04/05/20, 2:06 am - +91 97003 37753: Power ledhu kada andukey night duty chestunnadu 04/05/20, 2:06 am - Satish: <Media omitted> 04/05/20, 2:06 am - Sunil (Dip): Ha 04/05/20, 2:06 am - Satish: <Media omitted> 04/05/20, 2:07 am - Sunil (Dip): Mari endhuku adagadam 04/05/20, 2:07 am - Satish: <Media omitted> 04/05/20, 2:08 am - Satish: Confirmation kosam adiga 04/05/20, 2:08 am - Sunil (Dip): Ho 04/05/20, 2:08 am - Satish: Pani chusko be 04/05/20, 2:09 am - Sunil (Dip): Already adhe panilo unna, nv poyi paduko 04/05/20, 2:10 am - +91 97003 37753: <Media omitted> 04/05/20, 2:11 am - Satish: Enjoy 04/05/20, 5:51 am - Sunil (Dip): Gud mrng all 04/05/20, 6:16 am - +91 96767 67194: Good morning 04/05/20, 6:18 am - +91 97003 37753: Good morning 04/05/20, 6:18 am - +91 96767 67194: How are you? 04/05/20, 6:23 am - +91 97003 37753: All is well 04/05/20, 6:25 am - +91 96767 67194: Good 04/05/20, 6:28 am - +91 99123 06718: Good morning 04/05/20, 8:15 am - +91 94410 45410: Good morning all 04/05/20, 9:14 am - +91 91602 65932: Super ra teja..🤗 04/05/20, 9:17 am - +91 97058 89362: Good 04/05/20, 9:17 am - +91 97058 89362: Morning 04/05/20, 2:36 pm - Prasanna (Diploma) added Shanmukhi 24/05/20, 8:38 am - Vijju(Diploma): Happy Birthday Sravani 24/05/20, 8:38 am - Sunil (Dip): Happy Birthday sravani 24/05/20, 8:39 am - +91 91602 65932: Sravni *happy Birthday* 🥳🥳🥳 24/05/20, 8:42 am - +91 94922 42594: Many more happy returns of the day sravani 24/05/20, 9:15 am - +91 97003 37753: Wish you a many more happy returns of the day @919059615500 24/05/20, 9:31 am - Prasanna (Diploma): Happy birthday sravs baby 🍫🎂🥳🥰 24/05/20, 9:35 am - +91 99898 10356: Happy birthday Sravani madam....! 24/05/20, 9:36 am - +91 94937 83432: Wish u many more happy returns of the day sravani....🎂💐 24/05/20, 10:02 am - Satish: Happy Birthday Sravani🍫🧀🥳🥳🥳🥳 24/05/20, 10:04 am - +91 97058 89362: Many more happy returns of the day Sravani. 24/05/20, 12:36 pm - Sravani: Tq darling 24/05/20, 12:37 pm - Sravani: Tq sunil 24/05/20, 12:37 pm - Sravani: Tq kamesh 24/05/20, 12:37 pm - Sravani: Tq babji 24/05/20, 12:37 pm - +91 91604 65339: Happy birthday @919059615500, stay Bless dear 🤘 24/05/20, 12:37 pm - Sravani: Tq teja 24/05/20, 12:37 pm - Sravani: Tq baby 24/05/20, 12:38 pm - Sravani: This message was deleted 24/05/20, 12:38 pm - +91 90101 26256: Happy puttinaroju papa 24/05/20, 12:38 pm - Sravani: Tq Siva sir 24/05/20, 12:38 pm - Sravani: Tq suresh 24/05/20, 12:38 pm - Sravani: Tq thambi 24/05/20, 12:38 pm - Sravani: Tq Satyanarayana 24/05/20, 12:38 pm - Sravani: Tq narayana 24/05/20, 12:39 pm - Sravani: Tq Prakash garu 24/05/20, 9:22 pm - +91 80998 21044: 🎂HAPPY birthday to you sravani🍬🍬 24/05/20, 9:32 pm - Sravani: Tq Ramakrishna😊 26/05/20, 1:33 am - Sunil (Dip): https://youtu.be/irBMvcAzaEw 28/05/20, 2:49 pm - +91 80998 21044: <Media omitted> 30/05/20, 9:50 am - +91 99123 06718: *ఉద్యోగ ప్రకటన* L&T కంపెనీ చెన్నై లో workshop నoదు mechanical engineering department lo technical jobs కలవు Designation salary 1. PIPING FITTER 20,000 2.STR FITTER. 20,000 3.TIG welder. 26,000 4.3G welder. 18,000 5.4G welder. 20,000 6. Grinder. 18,000 7.Gas cutter. 18,000 8. Riggers. 16,500 Lot of vaccancies available.. accomodation free.. Contact: ch. Surya prakash Ph no: 9963754350 01/06/20, 11:44 am - Prasanna (Diploma): https://www.facebook.com/143350722482900/posts/1670397406444883/?sfnsn=wiwspwa&extid=cVCbqImpyTMXsz6N&d=w&vh=e 01/06/20, 2:47 pm - Jp added +91 97058 52474 06/06/20, 8:25 am - +91 97003 37753: Wish you a many more happy returns of the day ra 🎂🎉🎈@919611066828 06/06/20, 8:36 am - Satish: Happy Birthday ra darling 06/06/20, 8:36 am - +91 96767 67194: Happy birthday mama 06/06/20, 8:56 am - +91 94922 42594: Many more happy returns of the day mama 06/06/20, 8:59 am - Sunil (Dip): Happy Birthday Chakri 06/06/20, 9:15 am - Vijju(Diploma): Happy Birthday 🎂 06/06/20, 9:18 am - Sravani: Many more happy returns of the day 🎂🎂 06/06/20, 9:19 am - +91 94410 45410: Happy birthday ra chakri 06/06/20, 9:42 am - +91 94937 83432: Happy Birthday chakri...🎂 06/06/20, 9:58 am - Shanmukhi: Many more happy returns of the day 🎂🎉 06/06/20, 10:05 am - Prasanna (Diploma): Happy birthday Chakradhar 🍫🎂 06/06/20, 10:23 am - +91 99898 10356: Happy Birthday Darling...! 06/06/20, 10:27 am - +91 96110 66828: Thank you all 06/06/20, 10:28 am - +91 97003 37753: This message was deleted 06/06/20, 10:29 am - +91 97003 37753: Group lo add chesina taruvata chala rojulaki message chesav ra 06/06/20, 9:22 pm - +91 80998 21044: 🎂HAPPY birthday to you R 🧀🧀 06/06/20, 9:52 pm - +91 91604 65339: Happy birthday @919611066828, hope you had a great day 🎂 06/06/20, 11:06 pm - +91 91602 65932: Many more happy returns of the day ra *Chakri* 07/06/20, 3:49 am - Satish: Happy Birthday Surya 07/06/20, 6:52 am - +91 94922 42594: Many more happy returns of the day surya 07/06/20, 6:53 am - +91 94922 42594: <Media omitted> 07/06/20, 6:53 am - +91 94922 42594: <Media omitted> 07/06/20, 8:38 am - +91 90101 26256: Thanks ra 07/06/20, 8:38 am - +91 90101 26256: Thanks ra 07/06/20, 8:53 am - Shanmukhi: Many more happy returns of the day 🎂🎉 07/06/20, 8:56 am - +91 90101 26256: Thank u 07/06/20, 8:59 am - Sunil (Dip): Happy Birthday Prakash 07/06/20, 9:02 am - +91 90101 26256: Thanks ra 07/06/20, 9:17 am - +91 96110 66828: Happy birthday prakash 07/06/20, 9:20 am - +91 90101 26256: Thanks chakri 07/06/20, 9:21 am - Vijju(Diploma): Happy Birthday 🎂 07/06/20, 9:21 am - +91 90101 26256: Thanks vijaya 07/06/20, 9:30 am - +91 91604 65339: Happy birthday 🎂 @919010126256 07/06/20, 9:31 am - +91 90101 26256: Thanks ra 07/06/20, 9:49 am - Prasanna (Diploma): Happy birthday Surya 07/06/20, 9:50 am - +91 90101 26256: Thanks prasanna 07/06/20, 10:02 am - +91 97003 37753: Wish you a many more happy returns of the day ra 07/06/20, 10:05 am - +91 90101 26256: Thanks ra teja 07/06/20, 10:06 am - +91 99123 06718: Happy birthday Ra 🎂 07/06/20, 10:06 am - +91 90101 26256: Thanks maya 07/06/20, 10:16 am - +91 91602 65932: Happy Birthday ra 07/06/20, 10:19 am - +91 90101 26256: Thanks ra 07/06/20, 11:03 am - +91 94410 45410: Happy birthday ra surya 07/06/20, 11:04 am - +91 90101 26256: Thanks ra 07/06/20, 11:52 am - +91 99898 10356: Happy Birthday Darling...! 07/06/20, 12:08 pm - +91 90101 26256: Thanks darling 07/06/20, 1:18 pm - +91 80998 21044: 🎂HAPPY birthday to you surya🧀🧀 07/06/20, 1:18 pm - +91 90101 26256: Thanks ra 07/06/20, 3:51 pm - +91 94937 83432: Wish u a many more happy returns of the day surya...🎂💐🎉🎊 07/06/20, 3:56 pm - +91 90101 26256: Thanks darling 11/06/20, 11:10 am - +91 94922 42594: <Media omitted> 11/06/20, 9:04 pm - +91 91604 65339: <Media omitted> 12/06/20, 9:42 pm - +91 91604 65339: <Media omitted> 17/06/20, 11:33 pm - +91 91602 65932: <Media omitted> 04/07/20, 10:14 am - +91 94942 13355 added 007 DIP 04/07/20, 10:15 am - +91 94942 13355: Yapiee yapieee Birthday ra @919701995478 🎂🎉🥃🍾 04/07/20, 10:15 am - +91 97058 89362: Many more happy returns of the day ra Srinu 04/07/20, 10:15 am - +91 94942 13355: <Media omitted> 04/07/20, 10:15 am - +91 94922 42594: Many more happy returns of the day ra srinu 04/07/20, 10:16 am - +91 94937 83432: Happy birthday ra srinu...🎂💐 04/07/20, 10:30 am - +91 94410 45410: Happy birthday ra srinu maya 04/07/20, 10:32 am - Shanmukhi: Happy Birthday srinu 04/07/20, 10:45 am - Sunil (Dip): Happy Birthday srinu 04/07/20, 10:46 am - +91 90101 26256: This message was deleted 04/07/20, 10:46 am - +91 90101 26256: Happy puttinaroju ra 04/07/20, 10:48 am - Sravani: Many more happy returns of the day srinu 🎂🎂🥳🥳🥳💐💐💐 04/07/20, 10:49 am - +91 90101 26256: <Media omitted> 04/07/20, 10:51 am - Sravani: Same nee Lage unnadu😉😉 same attitude 04/07/20, 10:52 am - +91 90101 26256: Tanq so much 04/07/20, 10:52 am - Vijju(Diploma): Many More Happy Returns Of the day 🎂 04/07/20, 10:52 am - +91 90101 26256: Neku alanti husband ravalani manaspurtiga aa devudini korukontunanu 04/07/20, 10:52 am - +91 90101 26256: Jai hind 04/07/20, 10:53 am - Sravani: 🙏🙏🙏 04/07/20, 10:53 am - +91 90101 26256: 🤝🤝 04/07/20, 10:55 am - Prasanna (Diploma): Happy birthday 🎂 04/07/20, 11:07 am - 007 DIP: Thank you so much for all😍😍😍🤝🤝 04/07/20, 11:34 am - +91 97032 54666: Happy birthday 🎂 04/07/20, 11:54 am - +91 99898 10356: Happy birthday Darling...!🎂👻 04/07/20, 2:32 pm - +91 80998 21044: 🎂HAPPY birthday to you r🧀🧀🧀 04/07/20, 3:59 pm - 007 DIP: Thank you so much for all 04/07/20, 4:04 pm - +91 97003 37753: Wish you a many more happy returns of the day @919701995478 04/07/20, 4:59 pm - +91 91602 65932: Happy Birthday ra srinu 05/07/20, 10:05 pm - 007 DIP: https://youtu.be/k0Liqj3KFZE 11/07/20, 8:56 pm - +91 99123 06718: <Media omitted> 31/07/20, 10:57 am - +91 97058 52474: శానిటైజర్ బైక్ ట్యాంక్ పై కవర్లో పెట్టుకొని ఎండలో ప్రయాణం చేసి పెట్రోల్ కొట్టించుకొంటుంటే ఇలానే ప్రమాదాలు జరుగుతున్నాయి 06/08/20, 10:14 pm - Sunil (Dip): https://newatlas.com/energy/long-range-wireless-power-transmission-new-zealand-emrod/ 22/08/20, 9:32 am - Sunil (Dip): Happy Birthday Ra @919160265932 22/08/20, 9:32 am - Satish: Happy Birthday to you kamesh 22/08/20, 9:34 am - +91 91602 65932: Thank you @919676542077 @919492819209 🤗 22/08/20, 9:35 am - +91 97003 37753: Wish you a many more happy returns of the day ra @919160265932 22/08/20, 9:35 am - +91 94937 83432: Yapieee birthday mava...🎂💐 22/08/20, 9:37 am - Sravani: Many more happy returns of the day kamesh sir 🎂🎂🎂💐💐💐🥳🥳🥳 kkd vasthanu party ivvu 22/08/20, 9:38 am - +91 91602 65932: Nen lenu kkd lo 22/08/20, 9:38 am - Sravani: Vellipoyava 22/08/20, 9:38 am - +91 91602 65932: Ha 22/08/20, 9:39 am - Sravani: Sarle vachaka ivvu no problem😉 22/08/20, 9:39 am - +91 91602 65932: 👍🏻 22/08/20, 9:40 am - Satish: Ekkada unnav ra 22/08/20, 9:40 am - +91 91602 65932: Thanks @919700337753 @919493783432 @919059615500 22/08/20, 9:40 am - +91 91602 65932: Bangalore 22/08/20, 9:40 am - Satish: Nenu pakkane unna 22/08/20, 9:41 am - +91 91602 65932: Yekada 22/08/20, 9:41 am - +91 90101 26256: Happy Birthday ra 22/08/20, 9:41 am - Satish: Monday Naku work kuda undhee, Bangalore vastanu Monday 22/08/20, 9:41 am - Satish: Istava ra party 22/08/20, 9:43 am - Satish: Madhana palli 22/08/20, 9:43 am - +91 91602 65932: Ok 22/08/20, 9:44 am - +91 91602 65932: Thanks ra 22/08/20, 9:44 am - +91 91604 65339: Happy birthday ra @919160265932 stay Blessed dear 🎂 🎊 22/08/20, 9:44 am - +91 91602 65932: Thank you ra 😊 22/08/20, 9:44 am - 007 DIP: Happy Birthday ra kamesg 22/08/20, 9:44 am - +91 91604 65339: Ela undi akkada 22/08/20, 9:47 am - +91 91602 65932: Konni +ve lu ,but ok 22/08/20, 9:47 am - +91 91602 65932: Thanks ra 22/08/20, 9:48 am - +91 94410 45410: Happy birthday ra kamu 22/08/20, 9:50 am - +91 91602 65932: Thank you pj 22/08/20, 10:18 am - Vijju(Diploma): Many More Happy Returns Of The Day 🎂 22/08/20, 10:24 am - +91 94922 42594: Many more happy returns of the day kamesh mama 22/08/20, 11:33 am - +91 91602 65932: ThankQ 22/08/20, 11:33 am - +91 91602 65932: Thank you 22/08/20, 11:36 am - +91 80998 21044: 🎂HAPPY birthday to you kamesh🍰🍰🍫🍫 22/08/20, 11:54 am - +91 94937 83432: <Media omitted> 22/08/20, 12:16 pm - +91 91602 65932: Thanks ra 22/08/20, 2:26 pm - +91 99898 10356: Happy birthday Darling....🍾🍾🍹 22/08/20, 2:35 pm - +91 91602 65932: Thank you 22/08/20, 3:15 pm - +91 97058 52474: Happy Birthday yaar..🤗🥳 @919160265932 22/08/20, 4:30 pm - +91 91602 65932: Thank you ra 22/08/20, 5:01 pm - +91 96767 67194: Happy birthday ra kamesh 22/08/20, 5:24 pm - Prasanna (Diploma): Happy birthday Kamesh🎂 22/08/20, 6:34 pm - +91 91602 65932: Thank you ra 22/08/20, 6:34 pm - +91 91602 65932: Thank u prasanna 22/08/20, 6:35 pm - +91 94417 69688: Happy birthday anna 22/08/20, 6:39 pm - +91 91602 65932: Tq thammi 23/08/20, 12:39 am - +91 94937 83432: <Media omitted> 23/08/20, 12:39 am - +91 94937 83432: <Media omitted> 23/08/20, 12:39 am - 007 DIP: Happy Birthday ra pravenn mamaaa 23/08/20, 12:39 am - +91 91602 65932: Happy Birthday ra 🎂😍 23/08/20, 12:39 am - +91 94937 83432: <Media omitted> 23/08/20, 12:40 am - Satish: Happy Birthday to you ra praveen 23/08/20, 12:40 am - +91 94922 42594: <Media omitted> 23/08/20, 1:03 am - +91 94410 45410: Tanq ba 23/08/20, 1:03 am - +91 94410 45410: Tanq ra 23/08/20, 1:03 am - +91 94410 45410: Tanq ba 23/08/20, 1:04 am - +91 94410 45410: Tanq ra kamu 23/08/20, 1:04 am - +91 94410 45410: Tanq maya 23/08/20, 1:46 am - +91 94417 69688: Happy birthday ra 23/08/20, 1:47 am - +91 94410 45410: Thanks 23/08/20, 1:47 am - +91 94410 45410: Mama 23/08/20, 2:45 am - +91 99898 10356: Happy birthday Darling... 23/08/20, 5:54 am - +91 80998 21044: 🎂HAPPY birthday to you praveen🍰🍰🍫🍫🍡 23/08/20, 8:07 am - Shanmukhi: Many more happy returns of the day 🎂 Praveen 23/08/20, 8:18 am - +91 97003 37753: Wish you a many more happy returns of the day ra pj 23/08/20, 8:32 am - +91 94410 45410: Tanq ra 23/08/20, 8:32 am - +91 94410 45410: Tanq maya 23/08/20, 8:32 am - +91 94410 45410: Tanq 23/08/20, 8:32 am - +91 94410 45410: Tanq ra 23/08/20, 8:35 am - +91 99123 06718: <Media omitted> 23/08/20, 8:37 am - +91 94410 45410: Tanq ra 23/08/20, 8:38 am - +91 99123 06718: Celebrations amalapuram lo na 23/08/20, 8:43 am - +91 97058 52474: Happy Birthday ra..🎉🎂 @919441045410 23/08/20, 8:57 am - +91 94410 45410: Tanq ra 23/08/20, 11:24 am - +91 90101 26256: Happy Birthday ra 23/08/20, 11:43 am - Vijju(Diploma): Many More Happy Returns Of The Day 🎂 🍼 23/08/20, 12:05 pm - +91 94410 45410: Tanq 23/08/20, 12:05 pm - +91 94410 45410: Tanq 13/09/20, 11:24 pm - +91 99123 06718: <Media omitted> 13/09/20, 11:25 pm - Prasanna (Diploma): EEE background vunnara sch batchlo? 15/09/20, 9:23 am - 007 DIP: <Media omitted> 19/09/20, 9:24 am - Satish: Happy Birthday sireesha 19/09/20, 9:28 am - Sravani: Many more happy returns of the day Siri darling🎂🎂💐💐🥳🥳 19/09/20, 9:29 am - +91 91602 65932: Happy Birthday Sireesha 19/09/20, 9:30 am - +91 94922 42594: Many more happy returns of the day sireesha 19/09/20, 9:34 am - Sunil (Dip): Happy Birthday Sireesha 19/09/20, 9:37 am - 007 DIP: Happy Birthday to you 🎂🎈🎊🥳🎉🎉💐🎉 19/09/20, 10:09 am - Vijju(Diploma): Many More Happy Returns Of The Day Sireesha🎂🥳 19/09/20, 10:11 am - +91 97003 37753: Wish you a many more happy returns of the day @918341883196 19/09/20, 10:29 am - +91 99898 10356: A Very Very Happy Birthday @918341883196.... 19/09/20, 10:39 am - Sireesha: Tq..so much for everyone 19/09/20, 10:42 am - +91 90101 26256: Very Happy Birthday to u 19/09/20, 10:49 am - +91 94937 83432: Happy birthday sirisha...🎂🎊🎉 19/09/20, 10:53 am - +91 94410 45410: Happy birthday sirisha 19/09/20, 10:55 am - +91 91604 65339: Happy birthday @918341883196, have a nice day... 💐 19/09/20, 11:14 am - Sireesha: Tq..🙂 19/09/20, 11:14 am - Sravani: Thanks a naa party kavali madam 19/09/20, 11:17 am - Satish: Party please 19/09/20, 11:20 am - Sireesha: Ok.. 19/09/20, 11:20 am - Sravani: 👍thanks baby 19/09/20, 12:14 pm - +91 94417 69688: Happy birthday sirisha 19/09/20, 12:17 pm - Sireesha: Tq.. Satish 19/09/20, 12:32 pm - +91 94942 13355: <Media omitted> 19/09/20, 1:42 pm - Sireesha: Tq 22/09/20, 8:48 am - Sunil (Dip): Happy Birthday Ra @919492819209 22/09/20, 8:49 am - Sravani: Happy birthday thambi🎂🎂💐💐🥳🥳 22/09/20, 8:50 am - +91 97003 37753: Wish you a many more happy returns of the day ra @919492819209 22/09/20, 8:56 am - +91 91602 65932: Happy Birthday 🎈 ra sathish 22/09/20, 9:23 am - 007 DIP: Happy Birthday ra satish 22/09/20, 9:25 am - +91 90101 26256: Happy puttinaroju ra 22/09/20, 9:27 am - Shanmukhi: Many more happy returns of the day 🎂🎉🍡💐💐 22/09/20, 9:27 am - Shanmukhi: Satish 22/09/20, 9:30 am - Prasanna (Diploma): Happy birthday Siva 22/09/20, 9:31 am - +91 99123 06718: Happy birthday day Bava 🎈🎈🎈🎈 22/09/20, 9:32 am - +91 94922 42594: Many more happy returns of the day mama 22/09/20, 9:33 am - Satish: Thank you all for special wishes 22/09/20, 9:33 am - Sravani: Anti thambi padukoni levaledaa 22/09/20, 9:37 am - Satish: Ha koncham padukunna 22/09/20, 9:38 am - +91 90101 26256: Nyt milk baga tagi untav 22/09/20, 9:38 am - +91 90101 26256: So mrng ki digaledu anukonta 22/09/20, 9:40 am - Satish: Ledhura nenu milk thaganu water thagutha 22/09/20, 9:40 am - +91 90101 26256: Haa ade water kalupukoni tagutavley..sarley mari happy birthday ra 22/09/20, 9:41 am - Satish: Thank you ra 22/09/20, 10:09 am - +91 94937 83432: <Media omitted> 22/09/20, 10:10 am - +91 94937 83432: Happy birthday mava..🎂💐🎊🎉 22/09/20, 10:12 am - Satish: Thank you mava 22/09/20, 10:14 am - +91 94942 13355: <Media omitted> 22/09/20, 10:14 am - +91 94942 13355: Yapiee birthdayyyy ra Satish 22/09/20, 10:22 am - Satish: Thank you sir 22/09/20, 2:34 pm - Vijju(Diploma): Happy Birthday Siva Satish 🎂 22/09/20, 2:38 pm - Satish: Thank you Vijaya 22/09/20, 2:40 pm - +91 94410 45410: Happy birthday ra \'\'king\'\' 22/09/20, 2:46 pm - +91 99898 10356: Happy birthday darling....!!🥳🥳 22/09/20, 2:47 pm - Satish: Thank you sir 22/09/20, 2:47 pm - Satish: Thank you darling 22/09/20, 2:49 pm - +91 97058 89362: Many more happy returns of the day🎂🎂 22/09/20, 4:12 pm - Satish: Thank you satya 07/10/20, 11:15 am - +91 94937 83432: Happy Birthday vijaya...🎂💐 07/10/20, 11:17 am - +91 94922 42594: <Media omitted> 07/10/20, 11:18 am - Satish: Happy Birthday to you Vijaya 07/10/20, 11:23 am - +91 91604 65339: Happy birthday 🎂 💐 🥳 @919652921126, Stay Blessed dear 07/10/20, 11:25 am - Sravani: Happy birthday vijju🎂🎂💐💐 07/10/20, 11:54 am - +91 91602 65932: Many more happy returns of the day vijaya🎂 07/10/20, 12:01 pm - Shanmukhi: Happy birthday vijayaa🎂🎂 07/10/20, 12:03 pm - +91 97058 89362: Many more happy returns of the day Vijaya 07/10/20, 12:26 pm - Sunil (Dip): Happy Birthday Vijaya 07/10/20, 1:12 pm - +91 97032 54666: Happy birthday 🎂 to you vijaya 07/10/20, 1:47 pm - Vijju(Diploma): Thank you all 😊 07/10/20, 1:52 pm - +91 97003 37753: Wish you a many more happy returns of the day @919652921126 07/10/20, 1:55 pm - Vijju(Diploma): Thank you Teja 😊 07/10/20, 1:59 pm - +91 99898 10356: Wish u a very happy birthday madam...! 07/10/20, 1:59 pm - Vijju(Diploma): Thank you Prasad 😊 07/10/20, 2:00 pm - +91 94937 83432: Party time place kuda chepu thanks tho patu... 07/10/20, 2:05 pm - Vijju(Diploma): Ma illu 07/10/20, 3:33 pm - +91 94410 45410: Happy birthday vijaya 07/10/20, 4:02 pm - +91 97058 52474: Happy B\'day vijaya 07/10/20, 4:30 pm - Sravani: This message was deleted 07/10/20, 4:53 pm - Vijju(Diploma): Thank you 😊 15/10/20, 9:26 am - Satish: Happy Birthday to you shamnu 15/10/20, 9:33 am - Prasanna (Diploma): Happy birthday Shanmu 🎂💐 15/10/20, 9:40 am - Sravani: Happy birthday shanmu darling💐💐🎂🎂 15/10/20, 9:43 am - +91 94410 45410: Happy birthday shanmu 15/10/20, 10:14 am - +91 94922 42594: Many more happy returns of the day shanmu 15/10/20, 10:23 am - Sunil (Dip): Happy Birthday shanmu 15/10/20, 10:25 am - Vijju(Diploma): Happy Birthday Shanmu 🥳🎂 15/10/20, 11:43 am - Shanmukhi: Tq so much to all 15/10/20, 11:44 am - Sravani: Party papaaa 15/10/20, 11:50 am - Shanmukhi: 🍡🍬🍬 15/10/20, 11:53 am - +91 94937 83432: Wishing u many more happy returns of the day my frnd...🎂💐 15/10/20, 11:54 am - Shanmukhi: Tq so much☺️ 15/10/20, 12:09 pm - Sravani: 🙄papa idaa part haaa 15/10/20, 12:19 pm - Shanmukhi: Haa 15/10/20, 12:19 pm - Shanmukhi: Vachey ma intiki 15/10/20, 12:22 pm - Sravani: 👍 15/10/20, 12:23 pm - +91 94942 13355: <Media omitted> 15/10/20, 12:24 pm - Shanmukhi: Tq so much pradeep 15/10/20, 1:06 pm - +91 99123 06718: Happy birthday 15/10/20, 1:18 pm - Shanmukhi: Tq venky 15/10/20, 1:28 pm - 007 DIP: Happy Birthday shanmu🍫🍫🍬🍬🎂🎂💐💐 15/10/20, 1:39 pm - +91 97058 52474: Happy B\'day Shanmu🎂 15/10/20, 1:48 pm - +91 91602 65932: Happy Birthday shanmuki 15/10/20, 1:53 pm - +91 97032 54666: Happy birthday 🎂 15/10/20, 2:03 pm - Shanmukhi: Tq so much to all 15/10/20, 2:16 pm - +91 80998 21044: Happy birthday to you shsnmu 15/10/20, 2:19 pm - Shanmukhi: Tq 15/10/20, 2:42 pm - +91 97058 89362: Many more happy returns of the day to you 15/10/20, 2:56 pm - Shanmukhi: Tq so muchh 15/10/20, 2:59 pm - +91 91604 65339: Happy birthday 🎂 @918179069960 stay Blessed 💐 15/10/20, 3:01 pm - Shanmukhi: Tq so much 15/10/20, 7:24 pm - +91 97003 37753: Wish you a many more happy returns of the day @918179069960 15/10/20, 9:22 pm - Shanmukhi: Tq 15/10/20, 9:35 pm - Satish: This message was deleted 15/10/20, 9:35 pm - Satish: Shanmu party ekkada 15/10/20, 10:18 pm - Shanmukhi: Kkd vaste istaa 18/10/20, 5:19 pm - Vijju(Diploma): Congratulations Srvas 😍🥳 18/10/20, 5:28 pm - +91 99898 10356: For what? 18/10/20, 5:29 pm - 007 DIP: Engagement 18/10/20, 5:29 pm - Vijju(Diploma): Yes 18/10/20, 5:29 pm - +91 94942 13355: Engaged with Nandu garu 😉😂🤣 18/10/20, 5:30 pm - +91 99898 10356: Ohhh, Congratulations madam...🥳🥳🥳 18/10/20, 5:30 pm - +91 99123 06718: <Media omitted> 18/10/20, 5:31 pm - Vijju(Diploma): @919989810356 ikkade vunnav kadha ante AP lo? 18/10/20, 5:42 pm - +91 94922 42594: Congratulations sravani 18/10/20, 6:02 pm - Sravani: Tq to all😊 18/10/20, 6:03 pm - Sireesha: Congratulations Sravani 18/10/20, 6:22 pm - +91 94937 83432: Congratulations sravani..💐 18/10/20, 6:25 pm - Sravani: Tq😊 18/10/20, 6:26 pm - +91 80998 21044: Congratulations sravani💐💐 18/10/20, 7:33 pm - +91 97058 89362: Congratulations sravs 18/10/20, 7:50 pm - +91 91602 65932: Wow really.... 18/10/20, 7:51 pm - +91 91602 65932: Congrats sravni what a surprise 18/10/20, 8:31 pm - Sravani: Tqq avunaa alage ivvali😜 18/10/20, 8:35 pm - +91 91604 65339: Congrats @919059615500 welcome to the club 🤘 😛😬😎 18/10/20, 8:39 pm - Satish: Congrats Sravani 18/10/20, 10:16 pm - +91 99898 10356: Yes 18/10/20, 10:16 pm - +91 99898 10356: Enduku? 🤔 06/11/20, 7:44 pm - Shanmukhi left 08/11/20, 8:38 am - Satish: Happy Birthday sunil 08/11/20, 8:43 am - Sravani: Many more happy returns of the day sunil🎂🎂🥳🥳💐💐 08/11/20, 8:45 am - +91 91602 65932: Happy birthday ra 08/11/20, 8:47 am - Vijju(Diploma): Happy Birthday Sunil 🎂 08/11/20, 8:48 am - Sunil (Dip): Tq all 08/11/20, 8:53 am - 007 DIP: Happy Birthday ra sunil 08/11/20, 8:53 am - Satish: First party kavali naku 08/11/20, 8:54 am - +91 94942 13355: Yapieee birthday ra @919676542077 08/11/20, 8:54 am - +91 94942 13355: <Media omitted> 08/11/20, 8:55 am - Sunil (Dip): Tq maya 08/11/20, 8:55 am - Sunil (Dip): Tq ba 08/11/20, 8:55 am - +91 99123 06718: Happy birthday 🎂🎂🎂🎂 08/11/20, 8:56 am - Sunil (Dip): Ra Siddipet 08/11/20, 8:56 am - Sunil (Dip): Tq maya 08/11/20, 8:56 am - +91 94937 83432: <Media omitted> 08/11/20, 8:56 am - Sunil (Dip): Tq ba 08/11/20, 8:57 am - Satish: Covid kadha social distance maintain cheyali so nv Naku order pettey ra I can adjust🤣🤣🤣🤣 08/11/20, 8:58 am - +91 94937 83432: <Media omitted> 08/11/20, 8:59 am - Sunil (Dip): Hoo 🤭 08/11/20, 9:08 am - +91 94417 69688: Happy birthday ra sunil anna 08/11/20, 9:09 am - Sunil (Dip): Tq Anna 08/11/20, 9:21 am - +91 94922 42594: Many more happy returns of the day mama 08/11/20, 9:51 am - Sunil (Dip): Tq babji 08/11/20, 9:52 am - Satish: Rey waiting ra 08/11/20, 9:52 am - Sunil (Dip): Ekkada 08/11/20, 9:52 am - Satish: Room lo 08/11/20, 9:57 am - +91 96767 67194: Hi mama Happy birthday ra 08/11/20, 9:58 am - Sunil (Dip): Tq mama 08/11/20, 9:58 am - +91 96767 67194: Akada vunavu ra 08/11/20, 9:58 am - +91 96767 67194: Ala vunavu 08/11/20, 9:58 am - +91 96767 67194: Birthday full enjoy chestonavu 08/11/20, 10:00 am - +91 97058 89362: Many more happy returns of the day sunil 🎂🎂🎂 08/11/20, 10:01 am - +91 97032 54666: Happy birthday to you 08/11/20, 10:01 am - Sunil (Dip): Tq mama 08/11/20, 10:01 am - Sunil (Dip): Tq maya 08/11/20, 10:02 am - +91 97032 54666: Party 08/11/20, 10:03 am - +91 97003 37753: Wish you a many more happy returns of the day ra ap @919676542077 08/11/20, 10:03 am - Sunil (Dip): Tq ra 08/11/20, 10:40 am - +91 91604 65339: Wishing you a many more happy returns of the day @919676542077. Stay Blessed dude 💐 🎂🍫 08/11/20, 10:45 am - +91 80998 21044: 🎂🎂Happy birthday to you sunil🍫🍫 08/11/20, 11:10 am - Prasanna (Diploma): Happy birthday Sunil🎂 08/11/20, 12:06 pm - +91 94937 83432: <Media omitted> 08/11/20, 1:46 pm - Sunil (Dip): Tq babai 08/11/20, 1:47 pm - Sunil (Dip): Tq rakhi maya 08/11/20, 1:47 pm - Sunil (Dip): Tq prasanna 08/11/20, 5:28 pm - +91 97058 52474: Happy birthday @919676542077.. Your dreams must come true.. 08/11/20, 5:30 pm - Sunil (Dip): Tq madan 08/11/20, 10:20 pm - +91 99898 10356: Happy birthday darling. 🥳 08/11/20, 10:54 pm - Sunil (Dip): Tq ra 09/11/20, 11:47 am - +91 94937 83432: <Media omitted> 09/11/20, 11:50 am - +91 97003 37753: Congratulations ra 09/11/20, 11:50 am - +91 94922 42594: Congratulations mama 09/11/20, 11:50 am - +91 94937 83432: Dear friends..i am inviting everyone on my wedding 21 Nov 2020 without anyone fail....suresh. 09/11/20, 11:50 am - +91 94937 83432: Tq 09/11/20, 11:50 am - +91 94937 83432: Ta mava 09/11/20, 11:51 am - +91 91602 65932: Congratulations 🥳 ra 09/11/20, 11:51 am - +91 94937 83432: Tq 09/11/20, 12:06 pm - +91 91602 65932: Tq lodhu party kavali 09/11/20, 12:08 pm - Prasanna (Diploma): Congrats Suresh 💐 09/11/20, 12:10 pm - 007 DIP: Congratulations maya 09/11/20, 12:12 pm - Vijju(Diploma): Congratulations sureshh🥳 09/11/20, 12:34 pm - +91 94937 83432: Tq 09/11/20, 12:34 pm - +91 94937 83432: Tq 09/11/20, 12:34 pm - +91 94937 83432: Tq 09/11/20, 12:37 pm - +91 99123 06718: Congratulations Bava 09/11/20, 12:41 pm - +91 97058 89362: Congratulations bro 09/11/20, 1:52 pm - +91 94937 83432: Tq mava 09/11/20, 1:52 pm - +91 94937 83432: Tq bro 09/11/20, 3:29 pm - +91 99898 10356: Congratulations darling. 09/11/20, 3:31 pm - +91 94942 13355: Congratulations @919493783432 09/11/20, 3:41 pm - +91 94937 83432: Tq 09/11/20, 3:41 pm - +91 94937 83432: Tq 10/11/20, 11:39 am - Sravani: Congratulations suresh💐💐💐 10/11/20, 12:17 pm - +91 94937 83432: Tq 😊 01/12/20, 7:45 am - Sunil (Dip): Happy Birthday ra @919700337753 01/12/20, 7:47 am - Vijju(Diploma): Many More Happy Returns Of The Day Teja🎂🥳 01/12/20, 7:50 am - +91 94417 69688: Happy birthday teja s 01/12/20, 7:51 am - Satish: Happy Birthday to you teja 01/12/20, 7:53 am - Sravani: Happy birthday teja🎂🎂🥳🥳💐💐 01/12/20, 8:44 am - +91 94922 42594: Many more happy returns of the day mama 🎉🎉🎉 01/12/20, 8:44 am - +91 97003 37753: Thanks ra 01/12/20, 8:44 am - +91 97003 37753: Thanks vijju 01/12/20, 8:45 am - +91 97003 37753: Thanks ra @919441769688 01/12/20, 8:45 am - +91 91602 65932: Happy birthday ra teja 01/12/20, 8:45 am - +91 97003 37753: This message was deleted 01/12/20, 8:49 am - +91 97003 37753: Thanks ra @919492819209 01/12/20, 8:50 am - +91 97003 37753: Thanks @919059615500 01/12/20, 8:50 am - +91 97003 37753: Thanks ra @919492242594 01/12/20, 8:50 am - +91 97003 37753: Thanks ra @919160265932 01/12/20, 9:02 am - +91 97058 52474: Happy Birthday ra teja.. 01/12/20, 9:03 am - +91 97003 37753: Thanks ra @919705852474 01/12/20, 10:12 am - +91 99898 10356: Happy birthday darling..!! 😎 01/12/20, 10:12 am - +91 94937 83432: Happy birthday teja... 01/12/20, 10:12 am - +91 94937 83432: 🎂💐🥳 01/12/20, 10:53 am - Prasanna (Diploma): Happy birthday Teja 🎂 01/12/20, 11:09 am - +91 97003 37753: Thanks darling 01/12/20, 11:09 am - +91 97003 37753: Thanks ra @919493783432 01/12/20, 11:09 am - +91 97003 37753: Thanks @919160808084 01/12/20, 11:11 am - +91 90101 26256: Happy Birthday darling 01/12/20, 11:12 am - +91 99123 06718: Happy birthday ra 01/12/20, 11:12 am - +91 97003 37753: Thanks ra @919010126256 01/12/20, 11:13 am - +91 97003 37753: Thanks you so much ra @919912306718 01/12/20, 1:35 pm - +91 97058 89362: Many more happy returns of the day 01/12/20, 1:45 pm - +91 97003 37753: Thanks ra bava 01/12/20, 1:50 pm - 007 DIP: Happy Birthday to you teja🎉🎉🎉 01/12/20, 1:51 pm - +91 97003 37753: Thanks ra @919701995478 01/12/20, 8:40 pm - You added Kishori 20/12/20, 8:19 am - Sravani: <Media omitted> 20/12/20, 8:21 am - Sravani: <Media omitted> 20/12/20, 8:28 am - +91 97058 89362: Congratulations sravani 20/12/20, 8:41 am - Vijju(Diploma): Congratulations Sravs 20/12/20, 8:42 am - Sunil (Dip): Congratulations sravani.. 20/12/20, 8:44 am - Sravani: Tq thappakunda Ravali 20/12/20, 8:44 am - Sravani: Tq dear marchipoku 20/12/20, 8:45 am - Sravani: Tq Sunil vasthunnav ga 20/12/20, 8:49 am - +91 91602 65932: Congrats Sravni 20/12/20, 8:49 am - Sravani: Oyeee yekkadunnav kamesh 20/12/20, 8:50 am - Sravani: Ravali thappakunda 20/12/20, 8:50 am - +91 91602 65932: I’ll try 😊 20/12/20, 8:51 am - Sravani: 😳anthaledu Ravali confirm Ga ledante urukonu 20/12/20, 8:53 am - Vijju(Diploma): Try annadu ante ranu ane inka😜 20/12/20, 8:53 am - +91 99123 06718: Congrats........ 20/12/20, 8:54 am - +91 94937 83432: Congratulations sravani...💐 20/12/20, 8:55 am - +91 94417 69688: Congrats sravani 20/12/20, 8:57 am - +91 94410 45410: Congratulations sravni 20/12/20, 8:58 am - +91 91602 65932: <Media omitted> 20/12/20, 9:03 am - +91 91602 65932: 👊🏻 20/12/20, 9:07 am - +91 94922 42594: Congratulations sravani 🎉🎉💐💐💐💐 20/12/20, 12:44 pm - Sravani: Tq all 20/12/20, 12:46 pm - +91 99898 10356: Congrats madam..! 20/12/20, 12:47 pm - +91 99898 10356: You also out from our team. Bachelors... 🥳 20/12/20, 12:51 pm - Prasanna (Diploma): Congratulations Sravs💐🥳... 20/12/20, 1:05 pm - Satish: Congratulations Sravani 20/12/20, 1:06 pm - Sravani: Tq darling😊 20/12/20, 1:06 pm - Sravani: Tq bro 20/12/20, 5:47 pm - Kishori: 🥳🥳🥳congratulations 20/12/20, 6:44 pm - Sravani: Tq madam 27/12/20, 8:28 pm - Sunil (Dip): <Media omitted> 27/12/20, 8:28 pm - Sunil (Dip): <Media omitted> 01/01/21, 12:53 am - +91 97058 89362: <Media omitted> 01/01/21, 1:19 am - +91 80998 21044: Happy new year 01/01/21, 1:20 am - Prasanna (Diploma): Happy new year all of you 🥳 01/01/21, 2:25 am - +91 94410 45410: Happy new year all 01/01/21, 3:04 am - Satish: Happy new year all of you 01/01/21, 6:18 am - +91 97003 37753: Happy New year to all 01/01/21, 7:29 am - +91 97058 52474: Happy new year all.. 01/01/21, 7:48 am - +91 96767 67194: Hi friends happy new year 01/01/21, 8:19 am - +91 91602 65932: *Happy new year* *all* 01/01/21, 11:41 am - +91 94922 42594: <Media omitted> 01/01/21, 7:03 pm - Kishori: <Media omitted> 01/01/21, 7:03 pm - Kishori: <Media omitted> 01/01/21, 7:08 pm - +91 99898 10356: Happy New Year...!!! 02/01/21, 9:03 am - +91 96767 67194: <Media omitted> 02/01/21, 9:50 am - Vijju(Diploma): Congratulations! 02/01/21, 9:50 am - Kishori: Congratulations to u satyanarayana.... 02/01/21, 9:51 am - +91 96767 67194: This message was deleted 02/01/21, 9:51 am - +91 96767 67194: Marchepokudam randi ra 02/01/21, 9:52 am - +91 96767 67194: Thanks u vijaya 02/01/21, 9:53 am - +91 96767 67194: Thanks u kishori randi tapani sarega 02/01/21, 9:53 am - Sunil (Dip): Congratulations ra 02/01/21, 9:54 am - +91 96767 67194: Hi sunil thanks ra 02/01/21, 9:54 am - +91 94937 83432: Congrats mava..💐 02/01/21, 9:54 am - Prasanna (Diploma): Congratulations 💐💐💐 02/01/21, 9:55 am - +91 96767 67194: Thanks mama rara marchepokonda 02/01/21, 9:55 am - +91 94410 45410: Congratulations ra maya 02/01/21, 9:56 am - +91 96767 67194: Thank u prasanna radi marchepokuda 02/01/21, 9:57 am - +91 96767 67194: Hi mama ala vunavu thank u ra rara 6th na 02/01/21, 10:01 am - +91 94922 42594: Congratulations mama 02/01/21, 10:02 am - +91 96767 67194: Hi ra 02/01/21, 10:02 am - +91 94922 42594: Hi ra 02/01/21, 10:02 am - +91 96767 67194: Ala vunavu ra 02/01/21, 10:03 am - +91 94922 42594: Fine mama 02/01/21, 10:03 am - +91 96767 67194: Good 02/01/21, 10:03 am - +91 96767 67194: 6th ni rara 02/01/21, 10:04 am - +91 96767 67194: Number work cheyadam ledu em ra 02/01/21, 10:04 am - +91 97058 89362: Congratulations satyanarayana on 02/01/21, 10:05 am - +91 96767 67194: Hi ra ala vunavu 6th na rara marchepokuda 02/01/21, 10:15 am - +91 91602 65932: Congrats ra 02/01/21, 10:16 am - +91 96767 67194: Thanks mama 02/01/21, 11:01 am - +91 99898 10356: Congratulations... 💐💐💐 02/01/21, 11:21 am - Sravani: Congratulations💐💐 02/01/21, 12:38 pm - +91 96767 67194: Thanks ra 02/01/21, 2:06 pm - +91 80998 21044: Congratulations 💐💐💐💐 02/01/21, 8:04 pm - +91 94417 69688: Congrats ra anna 02/01/21, 8:38 pm - Satish: Congratulations satya 13/01/21, 5:40 am - Kishori: <Media omitted> 13/01/21, 7:28 am - +91 94922 42594: <Media omitted> 13/01/21, 7:31 am - +91 96767 67194: This message was deleted 13/01/21, 7:31 am - +91 96767 67194: This message was deleted 26/01/21, 7:23 am - +91 97003 37753: <Media omitted> 02/02/21, 11:37 am - Sravani: This message was deleted 02/02/21, 1:57 pm - +91 80998 21044: <Media omitted> 07/02/21, 9:01 am - Sunil (Dip): Happy Birthday Darling @919989810356 07/02/21, 9:43 am - Prasanna (Diploma): Happy birthday Shiva 🎂 07/02/21, 9:44 am - +91 91602 65932: Happy birthday ra VP 07/02/21, 10:04 am - Satish: Happy Birthday prasad 07/02/21, 10:11 am - Vijju(Diploma): Happy Birthday 🎂 07/02/21, 10:29 am - +91 97003 37753: Wish you a many more happy returns of the day ra @919989810356 07/02/21, 10:51 am - +91 99898 10356: Thank you darlings...!!! For your warm and lovely wishes...!!! 07/02/21, 12:23 pm - +91 94922 42594: Many more happy returns of the day siva 07/02/21, 12:24 pm - +91 91604 65339: Happy birthday shiva, stay Blessed dude 💐 🎂 07/02/21, 2:04 pm - +91 94410 45410: Happy birthday ra vp maya 07/02/21, 3:46 pm - +91 99898 10356: Thanks darlings... 🤩 07/02/21, 5:01 pm - +91 97058 89362: Happy birthday ra Vara prasad 07/02/21, 5:03 pm - +91 99898 10356: Thank you ba.. 07/02/21, 5:04 pm - +91 94937 83432: Happy birthday mava..🎂🥳 07/02/21, 6:20 pm - +91 99898 10356: Thank you mava.. 'def rawToDf("chat-data.txt",key):
split_formats={
"12hr":'%d/%m/%Y, %I:%M %p -',
"24hr":"%d/%m/%Y, %H:%M -" ,
"custom": " "
} File "<ipython-input-5-bdf0fc540211>", line 1
def rawToDf("chat-data.txt",key):
^
SyntaxError: invalid syntax
def rawToDf(file, key):
split_formats = {
'12hr' : '\d{1,2}/\d{1,2}/\d{2,4},\s\d{1,2}:\d{2}\s[APap][mM]\s-\s',
'24hr' : '\d{1,2}/\d{1,2}/\d{2,4},\s\d{1,2}:\d{2}\s-\s',
'custom' : ''}
datetime_formats = {
'12hr' : '%d/%m/%Y, %I:%M %p - ',
'24hr' : '%d/%m/%Y, %H:%M - ',
'custom': ''
}
with open("chat-data.txt", 'r') as raw_data:
raw_string = ' '.join(raw_data.read().split('\n')) # converting the list split by newline char. as one whole string as there can be multi-line messages
user_msg = re.split(split_formats[key], raw_string) [1:] # splits at all the date-time pattern, resulting in list of all the messages with user names
date_time = re.findall(split_formats[key], raw_string) # finds all the date-time patterns
df = pd.DataFrame({'date_time': date_time, 'user_msg': user_msg}) # exporting it to a df
df['date_time'] = pd.to_datetime(df['date_time'], format=datetime_format