\n", " | Unnamed: 0 | \n", "Date | \n", "User | \n", "Tweet | \n", "
---|---|---|---|---|
0 | \n", "0 | \n", "2022-10-23 23:37:49+00:00 | \n", "samsabwa | \n", "@waxspell @Safaricom_Care @AskPayPal sponyo al... | \n", "
1 | \n", "1 | \n", "2022-10-23 23:36:25+00:00 | \n", "zac124 | \n", "@Safaricom_Care @SafaricomPLC \\n\\nwhat are off... | \n", "
2 | \n", "2 | \n", "2022-10-23 23:19:35+00:00 | \n", "tonui_ke | \n", "@Safaricom_Care check DM | \n", "
3 | \n", "3 | \n", "2022-10-23 22:14:19+00:00 | \n", "Safaricom_Care | \n", "@martinkanini Hello Martin, please DM https://... | \n", "
4 | \n", "4 | \n", "2022-10-23 22:01:01+00:00 | \n", "martinkanini | \n", "@Safaricom_Care am getting some OTP several of... | \n", "
\n", " | Date | \n", "User | \n", "Tweet | \n", "
---|---|---|---|
0 | \n", "2022-10-23 23:37:49+00:00 | \n", "samsabwa | \n", "@waxspell @Safaricom_Care @AskPayPal sponyo al... | \n", "
1 | \n", "2022-10-23 23:36:25+00:00 | \n", "zac124 | \n", "@Safaricom_Care @SafaricomPLC \\n\\nwhat are off... | \n", "
2 | \n", "2022-10-23 23:19:35+00:00 | \n", "tonui_ke | \n", "@Safaricom_Care check DM | \n", "
3 | \n", "2022-10-23 22:14:19+00:00 | \n", "Safaricom_Care | \n", "@martinkanini Hello Martin, please DM https://... | \n", "
4 | \n", "2022-10-23 22:01:01+00:00 | \n", "martinkanini | \n", "@Safaricom_Care am getting some OTP several of... | \n", "
\n", " | Date | \n", "User | \n", "Tweet | \n", "Tweets | \n", "stop_words | \n", "
---|---|---|---|---|---|
0 | \n", "2022-10-23 23:37:49+00:00 | \n", "samsabwa | \n", "@waxspell @Safaricom_Care @AskPayPal sponyo al... | \n", "[waxspell, safaricom_care, askpaypal, sponyo, ... | \n", "[] | \n", "
1 | \n", "2022-10-23 23:36:25+00:00 | \n", "zac124 | \n", "@Safaricom_Care @SafaricomPLC \\n\\nwhat are off... | \n", "[safaricom_care, safaricomplc, official, roami... | \n", "[what, are, of, is] | \n", "
2 | \n", "2022-10-23 23:19:35+00:00 | \n", "tonui_ke | \n", "@Safaricom_Care check DM | \n", "[safaricom_care, check, dm] | \n", "[] | \n", "
3 | \n", "2022-10-23 22:14:19+00:00 | \n", "Safaricom_Care | \n", "@martinkanini Hello Martin, please DM https://... | \n", "[martinkanini, hello, martin, please, dm, scre... | \n", "[a, of, the, for, to, and] | \n", "
4 | \n", "2022-10-23 22:01:01+00:00 | \n", "martinkanini | \n", "@Safaricom_Care am getting some OTP several of... | \n", "[safaricom_care, getting, otp, several, time, ... | \n", "[am, some, of, them, at, this, of, the, my] | \n", "
5 | \n", "2022-10-23 21:48:31+00:00 | \n", "Reyherb254 | \n", "@Cutie_254 @Safaricom_Care @iconic_gravity @it... | \n", "[cutie_, safaricom_care, iconic_gravity, itsmj... | \n", "[] | \n", "
6 | \n", "2022-10-23 21:29:20+00:00 | \n", "Daktari_Kip | \n", "Fb @Safaricom_Care | \n", "[fb, safaricom_care] | \n", "[] | \n", "
7 | \n", "2022-10-23 21:20:20+00:00 | \n", "Safaricom_Care | \n", "@c_hir_i Hello, you can view detailed data usa... | \n", "[c_hir_i, hello, view, detailed, data, usage, ... | \n", "[you, can, on, this, if, you, a, with, this, a] | \n", "
8 | \n", "2022-10-23 21:11:45+00:00 | \n", "RotinhoD | \n", "@Safaricom_Care message kaa hii ni kitu mnaan... | \n", "[safaricom_care, message, kaa, hii, ni, kitu, ... | \n", "[] | \n", "
9 | \n", "2022-10-23 21:08:48+00:00 | \n", "c_hir_i | \n", "#saf_for_you\\n🫤🙄I guess niko #6G \\n@Safaricom_... | \n", "[saf_for_you, face_with_diagonal_mouthface_wit... | \n", "[] | \n", "
\n", " | Date | \n", "User | \n", "Tweet | \n", "Tweets | \n", "stop_words | \n", "
---|---|---|---|---|---|
0 | \n", "2022-10-23 23:37:49+00:00 | \n", "samsabwa | \n", "@waxspell @Safaricom_Care @AskPayPal sponyo al... | \n", "[waxspell, safaricom_care, askpaypal, sponyo, ... | \n", "[] | \n", "
1 | \n", "2022-10-23 23:36:25+00:00 | \n", "zac124 | \n", "@Safaricom_Care @SafaricomPLC \\n\\nwhat are off... | \n", "[safaricom_care, safaricomplc, official, roami... | \n", "[what, are, of, is] | \n", "
2 | \n", "2022-10-23 23:19:35+00:00 | \n", "tonui_ke | \n", "@Safaricom_Care check DM | \n", "[safaricom_care, check, dm] | \n", "[] | \n", "
3 | \n", "2022-10-23 22:14:19+00:00 | \n", "Safaricom_Care | \n", "@martinkanini Hello Martin, please DM https://... | \n", "[martinkanini, hello, martin, please, dm, scre... | \n", "[a, of, the, for, to, and] | \n", "
4 | \n", "2022-10-23 22:01:01+00:00 | \n", "martinkanini | \n", "@Safaricom_Care am getting some OTP several of... | \n", "[safaricom_care, getting, otp, several, time, ... | \n", "[am, some, of, them, at, this, of, the, my] | \n", "
\n", " | Date | \n", "User | \n", "Tweet | \n", "Tweets | \n", "stop_words | \n", "
---|---|---|---|---|---|
0 | \n", "2022-10-23 23:37:49+00:00 | \n", "samsabwa | \n", "@waxspell @Safaricom_Care @AskPayPal sponyo al... | \n", "[waxspel, safaricom_car, askpayp, sponyo, alif... | \n", "[] | \n", "
1 | \n", "2022-10-23 23:36:25+00:00 | \n", "zac124 | \n", "@Safaricom_Care @SafaricomPLC \\n\\nwhat are off... | \n", "[safaricom_car, safaricomplc, offici, roam, ra... | \n", "[what, are, of, is] | \n", "
2 | \n", "2022-10-23 23:19:35+00:00 | \n", "tonui_ke | \n", "@Safaricom_Care check DM | \n", "[safaricom_car, check, dm] | \n", "[] | \n", "
3 | \n", "2022-10-23 22:14:19+00:00 | \n", "Safaricom_Care | \n", "@martinkanini Hello Martin, please DM https://... | \n", "[martinkanini, hello, martin, pleas, dm, scree... | \n", "[a, of, the, for, to, and] | \n", "
4 | \n", "2022-10-23 22:01:01+00:00 | \n", "martinkanini | \n", "@Safaricom_Care am getting some OTP several of... | \n", "[safaricom_car, get, otp, sever, time, night, ... | \n", "[am, some, of, them, at, this, of, the, my] | \n", "
\n", " | Date | \n", "User | \n", "Tweet | \n", "Tweets | \n", "stop_words | \n", "tweet_punct | \n", "
---|---|---|---|---|---|---|
0 | \n", "2022-10-23 23:37:49+00:00 | \n", "samsabwa | \n", "@waxspell @Safaricom_Care @AskPayPal sponyo al... | \n", "[waxspel, safaricom_car, askpayp, sponyo, alif... | \n", "[] | \n", "waxspel safaricom_car askpayp sponyo alifinya ... | \n", "
1 | \n", "2022-10-23 23:36:25+00:00 | \n", "zac124 | \n", "@Safaricom_Care @SafaricomPLC \\n\\nwhat are off... | \n", "[safaricom_car, safaricomplc, offici, roam, ra... | \n", "[what, are, of, is] | \n", "safaricom_car safaricomplc offici roam rate ma... | \n", "
2 | \n", "2022-10-23 23:19:35+00:00 | \n", "tonui_ke | \n", "@Safaricom_Care check DM | \n", "[safaricom_car, check, dm] | \n", "[] | \n", "safaricom_car check dm | \n", "
3 | \n", "2022-10-23 22:14:19+00:00 | \n", "Safaricom_Care | \n", "@martinkanini Hello Martin, please DM https://... | \n", "[martinkanini, hello, martin, pleas, dm, scree... | \n", "[a, of, the, for, to, and] | \n", "martinkanini hello martin pleas dm screenshot ... | \n", "
4 | \n", "2022-10-23 22:01:01+00:00 | \n", "martinkanini | \n", "@Safaricom_Care am getting some OTP several of... | \n", "[safaricom_car, get, otp, sever, time, night, ... | \n", "[am, some, of, them, at, this, of, the, my] | \n", "safaricom_car get otp sever time night is numb... | \n", "
\n", " | Date | \n", "User | \n", "Tweet | \n", "Tweets | \n", "stop_words | \n", "tweet_punct | \n", "tweets_sent_compound | \n", "tweets_sent_pos | \n", "tweets_sent_neg | \n", "label | \n", "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "2022-10-23 23:37:49+00:00 | \n", "samsabwa | \n", "@waxspell @Safaricom_Care @AskPayPal sponyo al... | \n", "[waxspel, safaricom_car, askpayp, sponyo, alif... | \n", "[] | \n", "waxspel safaricom_car askpayp sponyo alifinya ... | \n", "0.0000 | \n", "0.000 | \n", "0.0 | \n", "1 | \n", "
1 | \n", "2022-10-23 23:36:25+00:00 | \n", "zac124 | \n", "@Safaricom_Care @SafaricomPLC \\n\\nwhat are off... | \n", "[safaricom_car, safaricomplc, offici, roam, ra... | \n", "[what, are, of, is] | \n", "safaricom_car safaricomplc offici roam rate ma... | \n", "0.0000 | \n", "0.000 | \n", "0.0 | \n", "1 | \n", "
2 | \n", "2022-10-23 23:19:35+00:00 | \n", "tonui_ke | \n", "@Safaricom_Care check DM | \n", "[safaricom_car, check, dm] | \n", "[] | \n", "safaricom_car check dm | \n", "0.0000 | \n", "0.000 | \n", "0.0 | \n", "1 | \n", "
3 | \n", "2022-10-23 22:14:19+00:00 | \n", "Safaricom_Care | \n", "@martinkanini Hello Martin, please DM https://... | \n", "[martinkanini, hello, martin, pleas, dm, scree... | \n", "[a, of, the, for, to, and] | \n", "martinkanini hello martin pleas dm screenshot ... | \n", "0.3182 | \n", "0.119 | \n", "0.0 | \n", "2 | \n", "
4 | \n", "2022-10-23 22:01:01+00:00 | \n", "martinkanini | \n", "@Safaricom_Care am getting some OTP several of... | \n", "[safaricom_car, get, otp, sever, time, night, ... | \n", "[am, some, of, them, at, this, of, the, my] | \n", "safaricom_car get otp sever time night is numb... | \n", "0.4939 | \n", "0.208 | \n", "0.0 | \n", "2 | \n", "
\n", " | Date | \n", "User | \n", "Tweet | \n", "Tweets | \n", "stop_words | \n", "tweet_punct | \n", "tweets_sent_compound | \n", "tweets_sent_pos | \n", "tweets_sent_neg | \n", "
---|---|---|---|---|---|---|---|---|---|
4995 | \n", "2022-10-20 11:51:05+00:00 | \n", "campas_kijanaa | \n", "@Safaricom_Care They were so generous\\n#Tuinua... | \n", "[safaricom_car, they, gener, tuinuan, customer... | \n", "[were, so] | \n", "safaricom_car they gener tuinuan customerobses... | \n", "0.6418 | \n", "0.414 | \n", "0.000 | \n", "
4996 | \n", "2022-10-20 11:51:01+00:00 | \n", "KiplagatEvans16 | \n", "@Safaricom_Care Nyi maumbwa hamtanijenga hiyo ... | \n", "[safaricom_car, nyi, maumbwa, hamtanijenga, hi... | \n", "[] | \n", "safaricom_car nyi maumbwa hamtanijenga hiyo kr... | \n", "-0.2960 | \n", "0.000 | \n", "0.180 | \n", "
4997 | \n", "2022-10-20 11:50:48+00:00 | \n", "Safaricom_Care | \n", "@muriukiabraham Hey Abraham, request your mum... | \n", "[muriukiabraham, hey, abraham, request, mum, u... | \n", "[your, to, the, then, to, the, the, of, the, b... | \n", "muriukiabraham hey abraham request mum unblock... | \n", "0.0000 | \n", "0.000 | \n", "0.000 | \n", "
4998 | \n", "2022-10-20 11:50:45+00:00 | \n", "Agropons_Farm | \n", "@Safaricom_Care It was great and I was satisfi... | \n", "[safaricom_car, it, great, i, satisfi, tuinuan... | \n", "[was, and, was] | \n", "safaricom_car it great i satisfi tuinuan custo... | \n", "0.7845 | \n", "0.434 | \n", "0.000 | \n", "
4999 | \n", "2022-10-20 11:50:45+00:00 | \n", "Baas_mkuu | \n", "@Safaricom_Care Yes, nilisaidika instantly bil... | \n", "[safaricom_car, ye, nilisaidika, instantli, bi... | \n", "[but, the, is, but, very] | \n", "safaricom_car ye nilisaidika instantli bilater... | \n", "0.6419 | \n", "0.291 | \n", "0.161 | \n", "
\n", " | Date | \n", "User | \n", "Tweet | \n", "Tweets | \n", "stop_words | \n", "tweet_punct | \n", "tweets_sent_compound | \n", "tweets_sent_pos | \n", "tweets_sent_neg | \n", "label | \n", "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "2022-10-23 23:37:49+00:00 | \n", "samsabwa | \n", "@waxspell @Safaricom_Care @AskPayPal sponyo al... | \n", "[waxspel, safaricom_car, askpayp, sponyo, alif... | \n", "[] | \n", "waxspel safaricom_car askpayp sponyo alifinya ... | \n", "0.0000 | \n", "0.000 | \n", "0.0 | \n", "1 | \n", "
1 | \n", "2022-10-23 23:36:25+00:00 | \n", "zac124 | \n", "@Safaricom_Care @SafaricomPLC \\n\\nwhat are off... | \n", "[safaricom_car, safaricomplc, offici, roam, ra... | \n", "[what, are, of, is] | \n", "safaricom_car safaricomplc offici roam rate ma... | \n", "0.0000 | \n", "0.000 | \n", "0.0 | \n", "1 | \n", "
2 | \n", "2022-10-23 23:19:35+00:00 | \n", "tonui_ke | \n", "@Safaricom_Care check DM | \n", "[safaricom_car, check, dm] | \n", "[] | \n", "safaricom_car check dm | \n", "0.0000 | \n", "0.000 | \n", "0.0 | \n", "1 | \n", "
3 | \n", "2022-10-23 22:14:19+00:00 | \n", "Safaricom_Care | \n", "@martinkanini Hello Martin, please DM https://... | \n", "[martinkanini, hello, martin, pleas, dm, scree... | \n", "[a, of, the, for, to, and] | \n", "martinkanini hello martin pleas dm screenshot ... | \n", "0.3182 | \n", "0.119 | \n", "0.0 | \n", "2 | \n", "
4 | \n", "2022-10-23 22:01:01+00:00 | \n", "martinkanini | \n", "@Safaricom_Care am getting some OTP several of... | \n", "[safaricom_car, get, otp, sever, time, night, ... | \n", "[am, some, of, them, at, this, of, the, my] | \n", "safaricom_car get otp sever time night is numb... | \n", "0.4939 | \n", "0.208 | \n", "0.0 | \n", "2 | \n", "